Automatically assigned DDC number: 00631

Manually assigned DDC number: 00631

Number of references: 28

Title: Learning Action Strategies for Planning Domains

Author:

Subject: Roni Khardon Learning Action Strategies for Planning Domains

Description: This paper reports on experiments where techniques of supervised machine learning are applied to the problem of planning. The input to the learning algorithm is composed of a description of a planning domain, planning problems in this domain, and solutions for them. The output is an efficient algorithm --- a strategy --- for solving problems in that domain. We test the strategy on an independent set of planning problems from the same domain, so that success is measured by its ability to solve complete problems. A system, L2Act, has been developed in order to perform these experiments. We have experimented with the blocks world domain, and the logistics domain, using strategies in the form of a generalization of decision lists, where the rules on the list are existentially quantified first order expressions. The learning algorithm is a variant of Rivest`s [39] algorithm, improved with several techniques that reduce its time complexity. As the experiments demonstrate, generalization is a...

Contributor: The Pennsylvania State University CiteSeer Archives

Publisher: unknown

Date: 1970-01-01

Pubyear: 1997

Format: ps

Identifier: http://citeseer.ist.psu.edu/7218.html

Source: ftp://das-ftp.harvard.edu/techreports/tr-09-97.ps.gz

Language: en

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Rights: unrestricted

Graph

<?xml   version="1.0"   encoding="UTF-8"?>

<references_metadata>

      <rec   ID="/25887.html"   Type="inproceedings"   CiteSeer_Book="Proceedings   of   the   1993   ACM   SIGMOD   International   Conference   on   Management   of   Data"   CiteSeer_Volume=""   Title="Mining   Association   Rules   between   Sets   of   Items   in   Large   Databases,">

            <identifier   Org="ISBN:0471460540"   Paper_ID="/25887.html"   Extracted="0471460540"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:089871611X"   Paper_ID="/25887.html"   Extracted="089871611X"   DDC="005.74"   Normalized_DDC="00574"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:1586036157"   Paper_ID="/25887.html"   Extracted="1586036157"   DDC="005.4/37"   Normalized_DDC="005437"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540047603"   Paper_ID="/25887.html"   Extracted="3540047603"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540200851"   Paper_ID="/25887.html"   Extracted="3540200851"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540221174"   Paper_ID="/25887.html"   Extracted="3540221174"   DDC="004"   Normalized_DDC="004"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540238069"   Paper_ID="/25887.html"   Extracted="3540238069"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540250824"   Paper_ID="/25887.html"   Extracted="3540250824"   DDC="005.74"   Normalized_DDC="00574"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:354028558X"   Paper_ID="/25887.html"   Extracted="354028558X"   DDC="005.74"   Normalized_DDC="00574"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:354041066X"   Paper_ID="/25887.html"   Extracted="354041066X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540437045"   Paper_ID="/25887.html"   Extracted="3540437045"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540441166"   Paper_ID="/25887.html"   Extracted="3540441166"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540642641"   Paper_ID="/25887.html"   Extracted="3540642641"   DDC="005.74"   Normalized_DDC="00574"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540643834"   Paper_ID="/25887.html"   Extracted="3540643834"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540658661"   Paper_ID="/25887.html"   Extracted="3540658661"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540664858"   Paper_ID="/25887.html"   Extracted="3540664858"   DDC="005.74"   Normalized_DDC="00574"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540725296"   Paper_ID="/25887.html"   Extracted="3540725296"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540734988"   Paper_ID="/25887.html"   Extracted="3540734988"   DDC="974.7"   Normalized_DDC="9747"   Normalized_Weight="0.05263157894736842"   />

            <identifier   Org="ISBN:3540881913"   Paper_ID="/25887.html"   Extracted="3540881913"   />

            <identifier   Org="ISBN:9810231075"   Paper_ID="/25887.html"   Extracted="9810231075"   DDC="005.74"   Normalized_DDC="00574"   Normalized_Weight="0.05263157894736842"   />

      </rec>

      <rec   ID="/92030.html"   Type="inproceedings"   CiteSeer_Book="Proceedings   of   Second   International   Workshop   on   Temporal   Repre   sentation   and   Reasoning   TIME"   CiteSeer_Volume=""   Title="Using   Temporal   Logic   to   Control   Search   in   a   Forward   Chaining   Planner,">

            <identifier   Org="ISBN:026251091X"   Paper_ID="/92030.html"   Extracted="026251091X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:0262511126"   Paper_ID="/92030.html"   Extracted="0262511126"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:0262511290"   Paper_ID="/92030.html"   Extracted="0262511290"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:0262560976"   Paper_ID="/92030.html"   Extracted="0262560976"   DDC="001.4/225/028563"   Normalized_DDC="0014225028563"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:0792372247"   Paper_ID="/92030.html"   Extracted="0792372247"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:155860586X"   Paper_ID="/92030.html"   Extracted="155860586X"   />

            <identifier   Org="ISBN:1558608117"   Paper_ID="/92030.html"   Extracted="1558608117"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:1584885653"   Paper_ID="/92030.html"   Extracted="1584885653"   DDC="003/.3"   Normalized_DDC="0033"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:1586037943"   Paper_ID="/92030.html"   Extracted="1586037943"   DDC="005.1"   Normalized_DDC="0051"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540001689"   Paper_ID="/92030.html"   Extracted="3540001689"   DDC="629.8/92"   Normalized_DDC="629892"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:354064993X"   Paper_ID="/92030.html"   Extracted="354064993X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540678662"   Paper_ID="/92030.html"   Extracted="3540678662"   DDC="006.3/33"   Normalized_DDC="006333"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:4274904288"   Paper_ID="/92030.html"   Extracted="4274904288"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:9051992378"   Paper_ID="/92030.html"   Extracted="9051992378"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

      </rec>

      <rec   ID="/347885.html"   Type="techreport"   CiteSeer_Book=""   CiteSeer_Volume=""   Title="Learning   to   Act   using   Real-Time   Dynamic   Programming,">

            <identifier   Org="ISBN:0262032740"   Paper_ID="/347885.html"   Extracted="0262032740"   DDC="006.3/2"   Normalized_DDC="00632"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:0262193981"   Paper_ID="/347885.html"   Extracted="0262193981"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:0262201046"   Paper_ID="/347885.html"   Extracted="0262201046"   />

            <identifier   Org="ISBN:0262510901"   Paper_ID="/347885.html"   Extracted="0262510901"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:0470171553"   Paper_ID="/347885.html"   Extracted="0470171553"   DDC="519.7/03"   Normalized_DDC="519703"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:0780341201"   Paper_ID="/347885.html"   Extracted="0780341201"   DDC="629.8/92"   Normalized_DDC="629892"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:0805815902"   Paper_ID="/347885.html"   Extracted="0805815902"   />

            <identifier   Org="ISBN:080581745X"   Paper_ID="/347885.html"   Extracted="080581745X"   />

            <identifier   Org="ISBN:1558605568"   Paper_ID="/347885.html"   Extracted="1558605568"   />

            <identifier   Org="ISBN:1558607781"   Paper_ID="/347885.html"   Extracted="1558607781"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540231668"   Paper_ID="/347885.html"   Extracted="3540231668"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540584099"   Paper_ID="/347885.html"   Extracted="3540584099"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:354065190X"   Paper_ID="/347885.html"   Extracted="354065190X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540654801"   Paper_ID="/347885.html"   Extracted="3540654801"   DDC="629.8/9263"   Normalized_DDC="62989263"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540673547"   Paper_ID="/347885.html"   Extracted="3540673547"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:354068154X"   Paper_ID="/347885.html"   Extracted="354068154X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540695729"   Paper_ID="/347885.html"   Extracted="3540695729"   />

            <identifier   Org="ISBN:3540729259"   Paper_ID="/347885.html"   Extracted="3540729259"   />

      </rec>

      <rec   ID="/89258.html"   Type="inproceedings"   CiteSeer_Book="International   Conference   on   Machine   Learning"   CiteSeer_Volume=""   Title="Toward   a   Model   of   Mind   as   a   Laissez-Faire   Economy   of   Idiots,">

            <identifier   Org="ISBN:026202506X"   Paper_ID="/89258.html"   Extracted="026202506X"   DDC="572.8/01/13"   Normalized_DDC="57280113"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:0387401652"   Paper_ID="/89258.html"   Extracted="0387401652"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:0780341236"   Paper_ID="/89258.html"   Extracted="0780341236"   DDC="006.3/2"   Normalized_DDC="00632"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:0792376307"   Paper_ID="/89258.html"   Extracted="0792376307"   DDC="005.1"   Normalized_DDC="0051"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:1558604197"   Paper_ID="/89258.html"   Extracted="1558604197"   />

            <identifier   Org="ISBN:3540424377"   Paper_ID="/89258.html"   Extracted="3540424377"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:3540425675"   Paper_ID="/89258.html"   Extracted="3540425675"   DDC="570/.1/13"   Normalized_DDC="570113"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:3540667091"   Paper_ID="/89258.html"   Extracted="3540667091"   DDC="005.1"   Normalized_DDC="0051"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:780073708X"   Paper_ID="/89258.html"   Extracted="780073708X"   />

      </rec>

      <rec   ID="/322514.html"   Type="inproceedings"   CiteSeer_Book="Proc   12th   International   Conference   on   Machine   Learning"   CiteSeer_Volume=""   Title="Empirical   support   for   {W}innow   and   weighted-majority   based   algorithms:   results   on   a   calendar   scheduling   domain,"   />

      <rec   ID="/28887.html"   Type="inproceedings"   CiteSeer_Book="Proceedings   of   the   14th   International   Joint   Conference   on   Artificial   Intelligence   IJCAI   95"   CiteSeer_Volume=""   Title="Fast   Planning   Through   Planning   Graph   Analysis,">

            <identifier   Org="ISBN:1584885505"   Paper_ID="/28887.html"   Extracted="1584885505"   DDC="005.1"   Normalized_DDC="0051"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:1586032577"   Paper_ID="/28887.html"   Extracted="1586032577"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:1586034847"   Paper_ID="/28887.html"   Extracted="1586034847"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:1586035606"   Paper_ID="/28887.html"   Extracted="1586035606"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:1591404517"   Paper_ID="/28887.html"   Extracted="1591404517"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:354020119X"   Paper_ID="/28887.html"   Extracted="354020119X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540231668"   Paper_ID="/28887.html"   Extracted="3540231668"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540285849"   Paper_ID="/28887.html"   Extracted="3540285849"   DDC="005.1/3"   Normalized_DDC="00513"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540287612"   Paper_ID="/28887.html"   Extracted="3540287612"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540292381"   Paper_ID="/28887.html"   Extracted="3540292381"   DDC="005.1/16"   Normalized_DDC="005116"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540410945"   Paper_ID="/28887.html"   Extracted="3540410945"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540428984"   Paper_ID="/28887.html"   Extracted="3540428984"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540441271"   Paper_ID="/28887.html"   Extracted="3540441271"   />

            <identifier   Org="ISBN:3540673504"   Paper_ID="/28887.html"   Extracted="3540673504"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540678662"   Paper_ID="/28887.html"   Extracted="3540678662"   DDC="006.3/33"   Normalized_DDC="006333"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540712089"   Paper_ID="/28887.html"   Extracted="3540712089"   />

            <identifier   Org="ISBN:3540735798"   Paper_ID="/28887.html"   Extracted="3540735798"   DDC="004"   Normalized_DDC="004"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:9056995243"   Paper_ID="/28887.html"   Extracted="9056995243"   />

      </rec>

      <rec   ID="/88066.html"   Type="article"   CiteSeer_Book="Artificial   Intelligence"   CiteSeer_Volume="69"   Title="The   Computational   Complexity   of   Propositional   {STRIPS}   Planning,">

            <identifier   Org="ISBN:0262510715"   Paper_ID="/88066.html"   Extracted="0262510715"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:026251091X"   Paper_ID="/88066.html"   Extracted="026251091X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:1558604804"   Paper_ID="/88066.html"   Extracted="1558604804"   />

            <identifier   Org="ISBN:3540231668"   Paper_ID="/88066.html"   Extracted="3540231668"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:354023957X"   Paper_ID="/88066.html"   Extracted="354023957X"   DDC="629.892"   Normalized_DDC="629892"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540242600"   Paper_ID="/88066.html"   Extracted="3540242600"   DDC="620.0045"   Normalized_DDC="6200045"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540408010"   Paper_ID="/88066.html"   Extracted="3540408010"   DDC="005.1/01/5113"   Normalized_DDC="0051015113"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540410945"   Paper_ID="/88066.html"   Extracted="3540410945"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540419209"   Paper_ID="/88066.html"   Extracted="3540419209"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540424229"   Paper_ID="/88066.html"   Extracted="3540424229"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540425934"   Paper_ID="/88066.html"   Extracted="3540425934"   DDC="005.1/15"   Normalized_DDC="005115"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540678662"   Paper_ID="/88066.html"   Extracted="3540678662"   DDC="006.3/33"   Normalized_DDC="006333"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540728295"   Paper_ID="/88066.html"   Extracted="3540728295"   />

            <identifier   Org="ISBN:3540755586"   Paper_ID="/88066.html"   Extracted="3540755586"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540775633"   Paper_ID="/88066.html"   Extracted="3540775633"   />

            <identifier   Org="ISBN:3540777229"   Paper_ID="/88066.html"   Extracted="3540777229"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:364202260X"   Paper_ID="/88066.html"   Extracted="364202260X"   />

            <identifier   Org="ISBN:9051992378"   Paper_ID="/88066.html"   Extracted="9051992378"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

      </rec>

      <rec   ID="/68495.html"   Type="article"   CiteSeer_Book="Machine   Learning"   CiteSeer_Volume="3"   Title="The   CN2   Induction   Algorithm,">

            <identifier   Org="ISBN:0198538502"   Paper_ID="/68495.html"   Extracted="0198538502"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:0792378202"   Paper_ID="/68495.html"   Extracted="0792378202"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:0824722922"   Paper_ID="/68495.html"   Extracted="0824722922"   />

            <identifier   Org="ISBN:3540005676"   Paper_ID="/68495.html"   Extracted="3540005676"   DDC="005.1/15"   Normalized_DDC="005115"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540201807"   Paper_ID="/68495.html"   Extracted="3540201807"   DDC="004.67/8"   Normalized_DDC="004678"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540408134"   Paper_ID="/68495.html"   Extracted="3540408134"   DDC="519.5"   Normalized_DDC="5195"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:354041066X"   Paper_ID="/68495.html"   Extracted="354041066X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540419101"   Paper_ID="/68495.html"   Extracted="3540419101"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540424903"   Paper_ID="/68495.html"   Extracted="3540424903"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540434755"   Paper_ID="/68495.html"   Extracted="3540434755"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:354053816X"   Paper_ID="/68495.html"   Extracted="354053816X"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540566023"   Paper_ID="/68495.html"   Extracted="3540566023"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540592865"   Paper_ID="/68495.html"   Extracted="3540592865"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540618635"   Paper_ID="/68495.html"   Extracted="3540618635"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540645756"   Paper_ID="/68495.html"   Extracted="3540645756"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540650687"   Paper_ID="/68495.html"   Extracted="3540650687"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540653902"   Paper_ID="/68495.html"   Extracted="3540653902"   DDC="501"   Normalized_DDC="501"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540663320"   Paper_ID="/68495.html"   Extracted="3540663320"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3642030696"   Paper_ID="/68495.html"   Extracted="3642030696"   />

            <identifier   Org="ISBN:9056996150"   Paper_ID="/68495.html"   Extracted="9056996150"   DDC="670.28563"   Normalized_DDC="67028563"   Normalized_Weight="0.05555555555555555"   />

      </rec>

      <rec   ID="/162316.html"   Type="inproceedings"   CiteSeer_Book="Proceedings   of   the   Thirteenth   National   Conference   on   Artificial   Intelligence   and   the   Eighth   Innovative   Applications   of   Artificial   Intelligence   Conference   Vol   2"   CiteSeer_Volume=""   Title="Multi-Strategy   Learning   of   Search   Control   for   Partial-Order   Planning,">

            <identifier   Org="ISBN:0262072882"   Paper_ID="/162316.html"   Extracted="0262072882"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.2"   />

            <identifier   Org="ISBN:0262201526"   Paper_ID="/162316.html"   Extracted="0262201526"   />

            <identifier   Org="ISBN:026251091X"   Paper_ID="/162316.html"   Extracted="026251091X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.2"   />

            <identifier   Org="ISBN:1558604804"   Paper_ID="/162316.html"   Extracted="1558604804"   />

            <identifier   Org="ISBN:1558604863"   Paper_ID="/162316.html"   Extracted="1558604863"   />

            <identifier   Org="ISBN:1558607072"   Paper_ID="/162316.html"   Extracted="1558607072"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.2"   />

            <identifier   Org="ISBN:3540634940"   Paper_ID="/162316.html"   Extracted="3540634940"   DDC="005.1/15"   Normalized_DDC="005115"   Normalized_Weight="0.2"   />

            <identifier   Org="ISBN:3540647384"   Paper_ID="/162316.html"   Extracted="3540647384"   DDC="005.1/15"   Normalized_DDC="005115"   Normalized_Weight="0.2"   />

      </rec>

      <rec   ID="/18566.html"   Type="techreport"   CiteSeer_Book=""   CiteSeer_Volume=""   Title="Acquiring   Search-Control   Knowledge   via   Static   Analysis,">

            <identifier   Org="ISBN:0262510715"   Paper_ID="/18566.html"   Extracted="0262510715"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:0262510952"   Paper_ID="/18566.html"   Extracted="0262510952"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:0792345843"   Paper_ID="/18566.html"   Extracted="0792345843"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:0792372247"   Paper_ID="/18566.html"   Extracted="0792372247"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:155860247X"   Paper_ID="/18566.html"   Extracted="155860247X"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:1558604219"   Paper_ID="/18566.html"   Extracted="1558604219"   />

            <identifier   Org="ISBN:1558604804"   Paper_ID="/18566.html"   Extracted="1558604804"   />

            <identifier   Org="ISBN:1558604952"   Paper_ID="/18566.html"   Extracted="1558604952"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:1558607072"   Paper_ID="/18566.html"   Extracted="1558607072"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:1590330218"   Paper_ID="/18566.html"   Extracted="1590330218"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:1591404517"   Paper_ID="/18566.html"   Extracted="1591404517"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540232060"   Paper_ID="/18566.html"   Extracted="3540232060"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540585206"   Paper_ID="/18566.html"   Extracted="3540585206"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540612734"   Paper_ID="/18566.html"   Extracted="3540612734"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540660127"   Paper_ID="/18566.html"   Extracted="3540660127"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:9051992378"   Paper_ID="/18566.html"   Extracted="9051992378"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

      </rec>

      <rec   ID="/26994.html"   Type="inproceedings"   CiteSeer_Book="International   Conference   on   Machine   Learning"   CiteSeer_Volume=""   Title="Applying   Winnow   to   Context-Sensitive   Spelling   Correction,">

            <identifier   Org="ISBN:0262194503"   Paper_ID="/26994.html"   Extracted="0262194503"   />

            <identifier   Org="ISBN:0262510952"   Paper_ID="/26994.html"   Extracted="0262510952"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:0262510987"   Paper_ID="/26994.html"   Extracted="0262510987"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:038734294X"   Paper_ID="/26994.html"   Extracted="038734294X"   DDC="006.312"   Normalized_DDC="006312"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:0780351460"   Paper_ID="/26994.html"   Extracted="0780351460"   DDC="621.381"   Normalized_DDC="621381"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:1558604197"   Paper_ID="/26994.html"   Extracted="1558604197"   />

            <identifier   Org="ISBN:1558604863"   Paper_ID="/26994.html"   Extracted="1558604863"   />

            <identifier   Org="ISBN:1560535369"   Paper_ID="/26994.html"   Extracted="1560535369"   />

            <identifier   Org="ISBN:1581130678"   Paper_ID="/26994.html"   Extracted="1581130678"   />

            <identifier   Org="ISBN:1599043734"   Paper_ID="/26994.html"   Extracted="1599043734"   DDC="005.74"   Normalized_DDC="00574"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540236597"   Paper_ID="/26994.html"   Extracted="3540236597"   DDC="005.3"   Normalized_DDC="0053"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540245235"   Paper_ID="/26994.html"   Extracted="3540245235"   DDC="025.04"   Normalized_DDC="02504"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540422943"   Paper_ID="/26994.html"   Extracted="3540422943"   DDC="610/.285/63"   Normalized_DDC="61028563"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540437819"   Paper_ID="/26994.html"   Extracted="3540437819"   DDC="670/.285/63"   Normalized_DDC="67028563"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540632336"   Paper_ID="/26994.html"   Extracted="3540632336"   DDC="006.3/33"   Normalized_DDC="006333"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540634371"   Paper_ID="/26994.html"   Extracted="3540634371"   DDC="004.0151"   Normalized_DDC="0040151"   Normalized_Weight="0.08333333333333333"   />

            <identifier   Org="ISBN:3540647813"   Paper_ID="/26994.html"   Extracted="3540647813"   DDC="005.1"   Normalized_DDC="0051"   Normalized_Weight="0.08333333333333333"   />

      </rec>

      <rec   ID="/51001.html"   Type="article"   CiteSeer_Book="Machine   Learning"   CiteSeer_Volume="5"   Title="Learning   Sequential   Decision   Rules   Using   Simulation   Models   and   Competition,">

            <identifier   Org="ISBN:0262162016"   Paper_ID="/51001.html"   Extracted="0262162016"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:0262510634"   Paper_ID="/51001.html"   Extracted="0262510634"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:0262661446"   Paper_ID="/51001.html"   Extracted="0262661446"   DDC="591.5/01/1"   Normalized_DDC="5915011"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:0387564330"   Paper_ID="/51001.html"   Extracted="0387564330"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:0780324625"   Paper_ID="/51001.html"   Extracted="0780324625"   />

            <identifier   Org="ISBN:0792392345"   Paper_ID="/51001.html"   Extracted="0792392345"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:0792392787"   Paper_ID="/51001.html"   Extracted="0792392787"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:0824703731"   Paper_ID="/51001.html"   Extracted="0824703731"   DDC="670.42/7"   Normalized_DDC="670427"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:155860247X"   Paper_ID="/51001.html"   Extracted="155860247X"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:1586032801"   Paper_ID="/51001.html"   Extracted="1586032801"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:1586034146"   Paper_ID="/51001.html"   Extracted="1586034146"   DDC="629.8/9263"   Normalized_DDC="62989263"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:1852339470"   Paper_ID="/51001.html"   Extracted="1852339470"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540211098"   Paper_ID="/51001.html"   Extracted="3540211098"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540223436"   Paper_ID="/51001.html"   Extracted="3540223436"   DDC="006.31"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540250565"   Paper_ID="/51001.html"   Extracted="3540250565"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540437932"   Paper_ID="/51001.html"   Extracted="3540437932"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540545638"   Paper_ID="/51001.html"   Extracted="3540545638"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:3540560041"   Paper_ID="/51001.html"   Extracted="3540560041"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.05555555555555555"   />

            <identifier   Org="ISBN:9810228309"   Paper_ID="/51001.html"   Extracted="9810228309"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.05555555555555555"   />

      </rec>

      <rec   ID="/175811.html"   Type="inproceedings"   CiteSeer_Book="Proceedings   of   the   Ninth   National   Conference   on   Artificial   Intelligence   AAAI91"   CiteSeer_Volume=""   Title="Complexity   Results   for   Blocks-World   Planning,">

            <identifier   Org="ISBN:0262510596"   Paper_ID="/175811.html"   Extracted="0262510596"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:0262510634"   Paper_ID="/175811.html"   Extracted="0262510634"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:026251091X"   Paper_ID="/175811.html"   Extracted="026251091X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:0262511290"   Paper_ID="/175811.html"   Extracted="0262511290"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:0262611023"   Paper_ID="/175811.html"   Extracted="0262611023"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:155860250X"   Paper_ID="/175811.html"   Extracted="155860250X"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:1558604804"   Paper_ID="/175811.html"   Extracted="1558604804"   />

            <identifier   Org="ISBN:158488360X"   Paper_ID="/175811.html"   Extracted="158488360X"   DDC="004"   Normalized_DDC="004"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:3540238069"   Paper_ID="/175811.html"   Extracted="3540238069"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:3540766308"   Paper_ID="/175811.html"   Extracted="3540766308"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:9051991533"   Paper_ID="/175811.html"   Extracted="9051991533"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

      </rec>

      <rec   ID="/369935.html"   Type="article"   CiteSeer_Book="Journal   of   Artificial   Intelligence   Research"   CiteSeer_Volume="4"   Title="Reinforcement   Learning:   A   Survey,">

            <identifier   Org="ISBN:0262193981"   Paper_ID="/369935.html"   Extracted="0262193981"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:0262541041"   Paper_ID="/369935.html"   Extracted="0262541041"   DDC="005.1/15"   Normalized_DDC="005115"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:0262731444"   Paper_ID="/369935.html"   Extracted="0262731444"   DDC="153.03"   Normalized_DDC="15303"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:047166054X"   Paper_ID="/369935.html"   Extracted="047166054X"   DDC="519.7/03"   Normalized_DDC="519703"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:1586034146"   Paper_ID="/369935.html"   Extracted="1586034146"   DDC="629.8/9263"   Normalized_DDC="62989263"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540231056"   Paper_ID="/369935.html"   Extracted="3540231056"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540252606"   Paper_ID="/369935.html"   Extracted="3540252606"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:354027894X"   Paper_ID="/369935.html"   Extracted="354027894X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:354029046X"   Paper_ID="/369935.html"   Extracted="354029046X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540422358"   Paper_ID="/369935.html"   Extracted="3540422358"   DDC="573.8"   Normalized_DDC="5738"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540425365"   Paper_ID="/369935.html"   Extracted="3540425365"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540440380"   Paper_ID="/369935.html"   Extracted="3540440380"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540654801"   Paper_ID="/369935.html"   Extracted="3540654801"   DDC="629.8/9263"   Normalized_DDC="62989263"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540663207"   Paper_ID="/369935.html"   Extracted="3540663207"   DDC="629.8/92"   Normalized_DDC="629892"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540673547"   Paper_ID="/369935.html"   Extracted="3540673547"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540676023"   Paper_ID="/369935.html"   Extracted="3540676023"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540695729"   Paper_ID="/369935.html"   Extracted="3540695729"   />

            <identifier   Org="ISBN:3540723463"   Paper_ID="/369935.html"   Extracted="3540723463"   DDC="004.019"   Normalized_DDC="004019"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540746897"   Paper_ID="/369935.html"   Extracted="3540746897"   />

      </rec>

      <rec   ID="/2111.html"   Type="inproceedings"   CiteSeer_Book="Proceedings   of   the   Thirteenth   National   Conference   on   Artificial   Intelligence   and   the   Eighth   Innovative   Applications   of   Artificial   Intelligence   Conference"   CiteSeer_Volume=""   Title="Pushing   the   Envelope:   Planning,   Propositional   Logic,   and   Stochastic   Search,">

            <identifier   Org="ISBN:026251091X"   Paper_ID="/2111.html"   Extracted="026251091X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:1558604804"   Paper_ID="/2111.html"   Extracted="1558604804"   />

            <identifier   Org="ISBN:1586030132"   Paper_ID="/2111.html"   Extracted="1586030132"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:1586030612"   Paper_ID="/2111.html"   Extracted="1586030612"   DDC="511.3"   Normalized_DDC="5113"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:1586034561"   Paper_ID="/2111.html"   Extracted="1586034561"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540202021"   Paper_ID="/2111.html"   Extracted="3540202021"   DDC="005.1/1"   Normalized_DDC="00511"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:354027829X"   Paper_ID="/2111.html"   Extracted="354027829X"   DDC="511.3"   Normalized_DDC="5113"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540411313"   Paper_ID="/2111.html"   Extracted="3540411313"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540425543"   Paper_ID="/2111.html"   Extracted="3540425543"   DDC="005.1/01/5113"   Normalized_DDC="0051015113"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540428984"   Paper_ID="/2111.html"   Extracted="3540428984"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540439293"   Paper_ID="/2111.html"   Extracted="3540439293"   DDC="006.3/33"   Normalized_DDC="006333"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540657037"   Paper_ID="/2111.html"   Extracted="3540657037"   DDC="004.2/1"   Normalized_DDC="00421"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540664920"   Paper_ID="/2111.html"   Extracted="3540664920"   DDC="005.1/15"   Normalized_DDC="005115"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540673504"   Paper_ID="/2111.html"   Extracted="3540673504"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540678662"   Paper_ID="/2111.html"   Extracted="3540678662"   DDC="006.3/33"   Normalized_DDC="006333"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540727876"   Paper_ID="/2111.html"   Extracted="3540727876"   />

            <identifier   Org="ISBN:3540754075"   Paper_ID="/2111.html"   Extracted="3540754075"   DDC="003/.54"   Normalized_DDC="00354"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540879927"   Paper_ID="/2111.html"   Extracted="3540879927"   />

            <identifier   Org="ISBN:3642029051"   Paper_ID="/2111.html"   Extracted="3642029051"   />

      </rec>

      <rec   ID="/678077.html"   Type="incollection"   CiteSeer_Book="Computational   Learning   Theory   and   Natural   Learning   Systems   Volume   I   Constraints   and   Prospect   edited   by   Stephen   Jose   Hanson   George   A   Drastal   and   Ronald   L   Rivest   BradfordMIT   Press"   CiteSeer_Volume=""   Title="Efficient   Distribution-free   Learning   of   Probabilistic   Concepts,">

            <identifier   Org="ISBN:0201409836"   Paper_ID="/678077.html"   Extracted="0201409836"   DDC="003/.1"   Normalized_DDC="0031"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:0262201046"   Paper_ID="/678077.html"   Extracted="0262201046"   />

            <identifier   Org="ISBN:0387564330"   Paper_ID="/678077.html"   Extracted="0387564330"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:0444816925"   Paper_ID="/678077.html"   Extracted="0444816925"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:0792392787"   Paper_ID="/678077.html"   Extracted="0792392787"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:0817638253"   Paper_ID="/678077.html"   Extracted="0817638253"   DDC="006.3/7"   Normalized_DDC="00637"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:081862082X"   Paper_ID="/678077.html"   Extracted="081862082X"   />

            <identifier   Org="ISBN:0824722841"   Paper_ID="/678077.html"   Extracted="0824722841"   />

            <identifier   Org="ISBN:0897915917"   Paper_ID="/678077.html"   Extracted="0897915917"   />

            <identifier   Org="ISBN:3540222820"   Paper_ID="/678077.html"   Extracted="3540222820"   DDC="006.31"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540423435"   Paper_ID="/678077.html"   Extracted="3540423435"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540424237"   Paper_ID="/678077.html"   Extracted="3540424237"   DDC="005.1"   Normalized_DDC="0051"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540430253"   Paper_ID="/678077.html"   Extracted="3540430253"   DDC="519.23"   Normalized_DDC="51923"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540544585"   Paper_ID="/678077.html"   Extracted="3540544585"   DDC="004"   Normalized_DDC="004"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540573690"   Paper_ID="/678077.html"   Extracted="3540573690"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540585206"   Paper_ID="/678077.html"   Extracted="3540585206"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540591192"   Paper_ID="/678077.html"   Extracted="3540591192"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540626859"   Paper_ID="/678077.html"   Extracted="3540626859"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540635777"   Paper_ID="/678077.html"   Extracted="3540635777"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540667482"   Paper_ID="/678077.html"   Extracted="3540667482"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

      </rec>

      <rec   ID="/99782.html"   Type="inproceedings"   CiteSeer_Book="Computational   Learing   Theory"   CiteSeer_Volume=""   Title="Toward   Efficient   Agnostic   Learning,">

            <identifier   Org="ISBN:0387301623"   Paper_ID="/99782.html"   Extracted="0387301623"   DDC="518.103"   Normalized_DDC="518103"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:079239478X"   Paper_ID="/99782.html"   Extracted="079239478X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:0897918916"   Paper_ID="/99782.html"   Extracted="0897918916"   />

            <identifier   Org="ISBN:1558603778"   Paper_ID="/99782.html"   Extracted="1558603778"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540001700"   Paper_ID="/99782.html"   Extracted="3540001700"   DDC="005.1"   Normalized_DDC="0051"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540265562"   Paper_ID="/99782.html"   Extracted="3540265562"   />

            <identifier   Org="ISBN:3540423435"   Paper_ID="/99782.html"   Extracted="3540423435"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540428755"   Paper_ID="/99782.html"   Extracted="3540428755"   DDC="005.1"   Normalized_DDC="0051"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:354043836X"   Paper_ID="/99782.html"   Extracted="354043836X"   DDC="006.31"   Normalized_DDC="00631"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540438629"   Paper_ID="/99782.html"   Extracted="3540438629"   DDC="006.4015116"   Normalized_DDC="0064015116"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540585206"   Paper_ID="/99782.html"   Extracted="3540585206"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:354061785X"   Paper_ID="/99782.html"   Extracted="354061785X"   DDC="516/.00285"   Normalized_DDC="51600285"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540626859"   Paper_ID="/99782.html"   Extracted="3540626859"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:354065013X"   Paper_ID="/99782.html"   Extracted="354065013X"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540653856"   Paper_ID="/99782.html"   Extracted="3540653856"   DDC="004.015118"   Normalized_DDC="004015118"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540653902"   Paper_ID="/99782.html"   Extracted="3540653902"   DDC="501"   Normalized_DDC="501"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540729259"   Paper_ID="/99782.html"   Extracted="3540729259"   />

            <identifier   Org="ISBN:3642029264"   Paper_ID="/99782.html"   Extracted="3642029264"   />

      </rec>

      <rec   ID="/19005.html"   Type="inproceedings"   CiteSeer_Book="AAAIIAAI   Vol   1"   CiteSeer_Volume=""   Title="Learning   to   Take   Actions,">

            <identifier   Org="ISBN:0262072882"   Paper_ID="/19005.html"   Extracted="0262072882"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.09090909090909091"   />

            <identifier   Org="ISBN:026251091X"   Paper_ID="/19005.html"   Extracted="026251091X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.09090909090909091"   />

            <identifier   Org="ISBN:0520218256"   Paper_ID="/19005.html"   Extracted="0520218256"   DDC="306.4/61"   Normalized_DDC="306461"   Normalized_Weight="0.09090909090909091"   />

            <identifier   Org="ISBN:0792376307"   Paper_ID="/19005.html"   Extracted="0792376307"   DDC="005.1"   Normalized_DDC="0051"   Normalized_Weight="0.09090909090909091"   />

            <identifier   Org="ISBN:1558605568"   Paper_ID="/19005.html"   Extracted="1558605568"   />

            <identifier   Org="ISBN:157735236X"   Paper_ID="/19005.html"   Extracted="157735236X"   />

            <identifier   Org="ISBN:1581130570"   Paper_ID="/19005.html"   Extracted="1581130570"   />

            <identifier   Org="ISBN:1581130678"   Paper_ID="/19005.html"   Extracted="1581130678"   />

            <identifier   Org="ISBN:1933449594"   Paper_ID="/19005.html"   Extracted="1933449594"   />

            <identifier   Org="ISBN:3540009760"   Paper_ID="/19005.html"   Extracted="3540009760"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.09090909090909091"   />

            <identifier   Org="ISBN:3540229418"   Paper_ID="/19005.html"   Extracted="3540229418"   DDC="005.115"   Normalized_DDC="005115"   Normalized_Weight="0.09090909090909091"   />

            <identifier   Org="ISBN:3540618635"   Paper_ID="/19005.html"   Extracted="3540618635"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.09090909090909091"   />

            <identifier   Org="ISBN:3540647384"   Paper_ID="/19005.html"   Extracted="3540647384"   DDC="005.1/15"   Normalized_DDC="005115"   Normalized_Weight="0.09090909090909091"   />

            <identifier   Org="ISBN:3540647813"   Paper_ID="/19005.html"   Extracted="3540647813"   DDC="005.1"   Normalized_DDC="0051"   Normalized_Weight="0.09090909090909091"   />

            <identifier   Org="ISBN:3540657010"   Paper_ID="/19005.html"   Extracted="3540657010"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.09090909090909091"   />

            <identifier   Org="ISBN:3540766308"   Paper_ID="/19005.html"   Extracted="3540766308"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.09090909090909091"   />

      </rec>

      <rec   ID="/42171.html"   Type="inproceedings"   CiteSeer_Book="IEEE   Symposium   on   Foundations   of   Computer   Science"   CiteSeer_Volume=""   Title="The   Weighted   Majority   Algorithm,">

            <identifier   Org="ISBN:0262510952"   Paper_ID="/42171.html"   Extracted="0262510952"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:0780366573"   Paper_ID="/42171.html"   Extracted="0780366573"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:0818619821"   Paper_ID="/42171.html"   Extracted="0818619821"   DDC="004"   Normalized_DDC="004"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:0849326494"   Paper_ID="/42171.html"   Extracted="0849326494"   DDC="511.3"   Normalized_DDC="5113"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:0897916115"   Paper_ID="/42171.html"   Extracted="0897916115"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:1558600868"   Paper_ID="/42171.html"   Extracted="1558600868"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:1558603778"   Paper_ID="/42171.html"   Extracted="1558603778"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:1581130570"   Paper_ID="/42171.html"   Extracted="1581130570"   />

            <identifier   Org="ISBN:1878289845"   Paper_ID="/42171.html"   Extracted="1878289845"   DDC="658.4038"   Normalized_DDC="6584038"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540221441"   Paper_ID="/42171.html"   Extracted="3540221441"   DDC="006.31"   Normalized_DDC="00631"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540423435"   Paper_ID="/42171.html"   Extracted="3540423435"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540437754"   Paper_ID="/42171.html"   Extracted="3540437754"   DDC="511.3"   Normalized_DDC="5113"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540437819"   Paper_ID="/42171.html"   Extracted="3540437819"   DDC="670/.285/63"   Normalized_DDC="67028563"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540440666"   Paper_ID="/42171.html"   Extracted="3540440666"   DDC="006.4/2"   Normalized_DDC="00642"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540626859"   Paper_ID="/42171.html"   Extracted="3540626859"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:354065013X"   Paper_ID="/42171.html"   Extracted="354065013X"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.06666666666666667"   />

            <identifier   Org="ISBN:3540729259"   Paper_ID="/42171.html"   Extracted="3540729259"   />

            <identifier   Org="ISBN:3540879862"   Paper_ID="/42171.html"   Extracted="3540879862"   />

      </rec>

      <rec   ID="/56182.html"   Type="inproceedings"   CiteSeer_Book="Proceedings   of   the   5th   International   Workshop   on   Inductive   Logic   Programming"   CiteSeer_Volume=""   Title="Induction   of   First-Order   Decision   Lists:   Results   on   Learning   the   Past   Tense   of   {E}nglish   Verbs,"   />

      <rec   ID="/650994.html"   Type="article"   CiteSeer_Book="Machine   Learning"   CiteSeer_Volume="2"   Title="Learning   Decision   Lists,">

            <identifier   Org="ISBN:0262111934"   Paper_ID="/650994.html"   Extracted="0262111934"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:0262510634"   Paper_ID="/650994.html"   Extracted="0262510634"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:0387573704"   Paper_ID="/650994.html"   Extracted="0387573704"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:0818665823"   Paper_ID="/650994.html"   Extracted="0818665823"   />

            <identifier   Org="ISBN:1558603778"   Paper_ID="/650994.html"   Extracted="1558603778"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:1567501796"   Paper_ID="/650994.html"   Extracted="1567501796"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:1852338253"   Paper_ID="/650994.html"   Extracted="1852338253"   DDC="384.5/35"   Normalized_DDC="384535"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540005676"   Paper_ID="/650994.html"   Extracted="3540005676"   DDC="005.1/15"   Normalized_DDC="005115"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540222820"   Paper_ID="/650994.html"   Extracted="3540222820"   DDC="006.31"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540573690"   Paper_ID="/650994.html"   Extracted="3540573690"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540590420"   Paper_ID="/650994.html"   Extracted="3540590420"   DDC="004/.01/511"   Normalized_DDC="00401511"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540591192"   Paper_ID="/650994.html"   Extracted="3540591192"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540626859"   Paper_ID="/650994.html"   Extracted="3540626859"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540628584"   Paper_ID="/650994.html"   Extracted="3540628584"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540635777"   Paper_ID="/650994.html"   Extracted="3540635777"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:3540663320"   Paper_ID="/650994.html"   Extracted="3540663320"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.0625"   />

            <identifier   Org="ISBN:902724989X"   Paper_ID="/650994.html"   Extracted="902724989X"   DDC="006.3/5"   Normalized_DDC="00635"   Normalized_Weight="0.0625"   />

      </rec>

      <rec   ID="/345013.html"   Type="inproceedings"   CiteSeer_Book="Proceedings   of   the   Thirteenth   National   Conference   on   Artificial   Intelligence   AAAI96"   CiteSeer_Volume=""   Title="Linear   Time   Near-Optimal   Planning   in   the   Blocks   World,">

            <identifier   Org="ISBN:026251091X"   Paper_ID="/345013.html"   Extracted="026251091X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:0262510952"   Paper_ID="/345013.html"   Extracted="0262510952"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:0262511126"   Paper_ID="/345013.html"   Extracted="0262511126"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:0791800822"   Paper_ID="/345013.html"   Extracted="0791800822"   />

            <identifier   Org="ISBN:0792372247"   Paper_ID="/345013.html"   Extracted="0792372247"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:1558604219"   Paper_ID="/345013.html"   Extracted="1558604219"   />

            <identifier   Org="ISBN:1586030132"   Paper_ID="/345013.html"   Extracted="1586030132"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:1591404509"   Paper_ID="/345013.html"   Extracted="1591404509"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:3540238069"   Paper_ID="/345013.html"   Extracted="3540238069"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:3540678662"   Paper_ID="/345013.html"   Extracted="3540678662"   DDC="006.3/33"   Normalized_DDC="006333"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:3540735798"   Paper_ID="/345013.html"   Extracted="3540735798"   DDC="004"   Normalized_DDC="004"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:9051993986"   Paper_ID="/345013.html"   Extracted="9051993986"   />

            <identifier   Org="ISBN:9810241925"   Paper_ID="/345013.html"   Extracted="9810241925"   DDC="004"   Normalized_DDC="004"   Normalized_Weight="0.1"   />

      </rec>

      <rec   ID="/142710.html"   Type="article"   CiteSeer_Book="Machine   Learning"   CiteSeer_Volume="3"   Title="Learning   to   Predict   by   the   Methods   of   Temporal   Differences,">

            <identifier   Org="ISBN:0262195348"   Paper_ID="/142710.html"   Extracted="0262195348"   />

            <identifier   Org="ISBN:0262632004"   Paper_ID="/142710.html"   Extracted="0262632004"   DDC="591.50113"   Normalized_DDC="59150113"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:0780337972"   Paper_ID="/142710.html"   Extracted="0780337972"   DDC="511.322"   Normalized_DDC="511322"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:0805813640"   Paper_ID="/142710.html"   Extracted="0805813640"   DDC="153"   Normalized_DDC="153"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:0805815902"   Paper_ID="/142710.html"   Extracted="0805815902"   />

            <identifier   Org="ISBN:080581745X"   Paper_ID="/142710.html"   Extracted="080581745X"   />

            <identifier   Org="ISBN:1422333442"   Paper_ID="/142710.html"   Extracted="1422333442"   />

            <identifier   Org="ISBN:1558601643"   Paper_ID="/142710.html"   Extracted="1558601643"   DDC="658.5"   Normalized_DDC="6585"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:1558607072"   Paper_ID="/142710.html"   Extracted="1558607072"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:1586030132"   Paper_ID="/142710.html"   Extracted="1586030132"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:1586039008"   Paper_ID="/142710.html"   Extracted="1586039008"   />

            <identifier   Org="ISBN:3540229590"   Paper_ID="/142710.html"   Extracted="3540229590"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540233393"   Paper_ID="/142710.html"   Extracted="3540233393"   DDC="003/.54"   Normalized_DDC="00354"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540425365"   Paper_ID="/142710.html"   Extracted="3540425365"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540592865"   Paper_ID="/142710.html"   Extracted="3540592865"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540628584"   Paper_ID="/142710.html"   Extracted="3540628584"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540645748"   Paper_ID="/142710.html"   Extracted="3540645748"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540729259"   Paper_ID="/142710.html"   Extracted="3540729259"   />

            <identifier   Org="ISBN:3540730540"   Paper_ID="/142710.html"   Extracted="3540730540"   DDC="573.8/60113"   Normalized_DDC="573860113"   Normalized_Weight="0.07692307692307693"   />

      </rec>

      <rec   ID="/164454.html"   Type="inproceedings"   CiteSeer_Book="IJCAI"   CiteSeer_Volume=""   Title="A   Formalization   of   Explanation-Based   Macro-operator   Learning,">

            <identifier   Org="ISBN:0195147669"   Paper_ID="/164454.html"   Extracted="0195147669"   DDC="128/.33"   Normalized_DDC="12833"   Normalized_Weight="0.16666666666666666"   />

            <identifier   Org="ISBN:0262510634"   Paper_ID="/164454.html"   Extracted="0262510634"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.16666666666666666"   />

            <identifier   Org="ISBN:0387573704"   Paper_ID="/164454.html"   Extracted="0387573704"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.16666666666666666"   />

            <identifier   Org="ISBN:0792356012"   Paper_ID="/164454.html"   Extracted="0792356012"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.16666666666666666"   />

            <identifier   Org="ISBN:0934613486"   Paper_ID="/164454.html"   Extracted="0934613486"   />

            <identifier   Org="ISBN:155860247X"   Paper_ID="/164454.html"   Extracted="155860247X"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.16666666666666666"   />

            <identifier   Org="ISBN:155860586X"   Paper_ID="/164454.html"   Extracted="155860586X"   />

            <identifier   Org="ISBN:9810228309"   Paper_ID="/164454.html"   Extracted="9810228309"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.16666666666666666"   />

      </rec>

      <rec   ID="/17016.html"   Type="article"   CiteSeer_Book="Journal   of   Artificial   Intelligence   Research"   CiteSeer_Volume="4"   Title="A   Formal   Framework   for   Speedup   Learning   from   Problems   and   Solutions,">

            <identifier   Org="ISBN:0262510987"   Paper_ID="/17016.html"   Extracted="0262510987"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.3333333333333333"   />

            <identifier   Org="ISBN:0262511835"   Paper_ID="/17016.html"   Extracted="0262511835"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.3333333333333333"   />

            <identifier   Org="ISBN:155860586X"   Paper_ID="/17016.html"   Extracted="155860586X"   />

            <identifier   Org="ISBN:3790815233"   Paper_ID="/17016.html"   Extracted="3790815233"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.3333333333333333"   />

      </rec>

      <rec   ID="/347373.html"   Type="article"   CiteSeer_Book="Lecture   Notes   in   Computer   Science"   CiteSeer_Volume="1443"   Title="A   Neuroidal   Architecture   for   Cognitive   Computation,">

            <identifier   Org="ISBN:0821837931"   Paper_ID="/347373.html"   Extracted="0821837931"   />

            <identifier   Org="ISBN:1577352815"   Paper_ID="/347373.html"   Extracted="1577352815"   />

            <identifier   Org="ISBN:1577353234"   Paper_ID="/347373.html"   Extracted="1577353234"   />

            <identifier   Org="ISBN:1581130570"   Paper_ID="/347373.html"   Extracted="1581130570"   />

            <identifier   Org="ISBN:1581130678"   Paper_ID="/347373.html"   Extracted="1581130678"   />

            <identifier   Org="ISBN:3540001883"   Paper_ID="/347373.html"   Extracted="3540001883"   DDC="501"   Normalized_DDC="501"   Normalized_Weight="0.25"   />

            <identifier   Org="ISBN:3540233563"   Paper_ID="/347373.html"   Extracted="3540233563"   DDC="006.31"   Normalized_DDC="00631"   Normalized_Weight="0.25"   />

            <identifier   Org="ISBN:3540265562"   Paper_ID="/347373.html"   Extracted="3540265562"   />

            <identifier   Org="ISBN:3540407200"   Paper_ID="/347373.html"   Extracted="3540407200"   />

            <identifier   Org="ISBN:3540637745"   Paper_ID="/347373.html"   Extracted="3540637745"   DDC="004"   Normalized_DDC="004"   Normalized_Weight="0.25"   />

            <identifier   Org="ISBN:3540647813"   Paper_ID="/347373.html"   Extracted="3540647813"   DDC="005.1"   Normalized_DDC="0051"   Normalized_Weight="0.25"   />

      </rec>

      <rec   ID="/963.html"   Type="inproceedings"   CiteSeer_Book="National   Conference   on   Artificial   Intelligence"   CiteSeer_Volume=""   Title="Flexible   Strategy   Learning:   Analogical   Replay   of   Problem   Solving   Episodes,">

            <identifier   Org="ISBN:0126851255"   Paper_ID="/963.html"   Extracted="0126851255"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:0262510952"   Paper_ID="/963.html"   Extracted="0262510952"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:0262510987"   Paper_ID="/963.html"   Extracted="0262510987"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:0262611023"   Paper_ID="/963.html"   Extracted="0262611023"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:0275975258"   Paper_ID="/963.html"   Extracted="0275975258"   DDC="153.4/3"   Normalized_DDC="15343"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:0792345843"   Paper_ID="/963.html"   Extracted="0792345843"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:1577352815"   Paper_ID="/963.html"   Extracted="1577352815"   />

            <identifier   Org="ISBN:3540604286"   Paper_ID="/963.html"   Extracted="3540604286"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:3540662375"   Paper_ID="/963.html"   Extracted="3540662375"   DDC="006.3/33"   Normalized_DDC="006333"   Normalized_Weight="0.125"   />

      </rec>

      <rec   ID="/6059.html"   Type="article"   CiteSeer_Book="AI   Magazine"   CiteSeer_Volume="15"   Title="An   Introduction   to   Least   Commitment   Planning,">

            <identifier   Org="ISBN:0262692112"   Paper_ID="/6059.html"   Extracted="0262692112"   DDC="791.43/72"   Normalized_DDC="7914372"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:0262731444"   Paper_ID="/6059.html"   Extracted="0262731444"   DDC="153.03"   Normalized_DDC="15303"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:0780337573"   Paper_ID="/6059.html"   Extracted="0780337573"   />

            <identifier   Org="ISBN:0780390466"   Paper_ID="/6059.html"   Extracted="0780390466"   DDC="621"   Normalized_DDC="621"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:0974309125"   Paper_ID="/6059.html"   Extracted="0974309125"   DDC="004/.01/9"   Normalized_DDC="004019"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:1558604804"   Paper_ID="/6059.html"   Extracted="1558604804"   />

            <identifier   Org="ISBN:1558604952"   Paper_ID="/6059.html"   Extracted="1558604952"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:1586034847"   Paper_ID="/6059.html"   Extracted="1586034847"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540292381"   Paper_ID="/6059.html"   Extracted="3540292381"   DDC="005.1/16"   Normalized_DDC="005116"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540410945"   Paper_ID="/6059.html"   Extracted="3540410945"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540419209"   Paper_ID="/6059.html"   Extracted="3540419209"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540424229"   Paper_ID="/6059.html"   Extracted="3540424229"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540426019"   Paper_ID="/6059.html"   Extracted="3540426019"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:3540678662"   Paper_ID="/6059.html"   Extracted="3540678662"   DDC="006.3/33"   Normalized_DDC="006333"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:9051992378"   Paper_ID="/6059.html"   Extracted="9051992378"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.07692307692307693"   />

            <identifier   Org="ISBN:9051993986"   Paper_ID="/6059.html"   Extracted="9051993986"   />

      </rec>

      <rec   ID="SELF"   Type="SELF"   CiteSeer_Book="SELF"   CiteSeer_Volume="SELF"   Title="Learning   Action   Strategies   for   Planning   Domains">

            <identifier   Org="ISBN:0262072882"   Paper_ID="SELF"   Extracted="0262072882"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:0262201526"   Paper_ID="SELF"   Extracted="0262201526"   />

            <identifier   Org="ISBN:0792372247"   Paper_ID="SELF"   Extracted="0792372247"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:1558607072"   Paper_ID="SELF"   Extracted="1558607072"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:157735236X"   Paper_ID="SELF"   Extracted="157735236X"   />

            <identifier   Org="ISBN:157735298X"   Paper_ID="SELF"   Extracted="157735298X"   />

            <identifier   Org="ISBN:1586034669"   Paper_ID="SELF"   Extracted="1586034669"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:1599048493"   Paper_ID="SELF"   Extracted="1599048493"   DDC="006.303"   Normalized_DDC="006303"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:3540009760"   Paper_ID="SELF"   Extracted="3540009760"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:3540235272"   Paper_ID="SELF"   Extracted="3540235272"   DDC="006.4"   Normalized_DDC="0064"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:3540660127"   Paper_ID="SELF"   Extracted="3540660127"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:3865040403"   Paper_ID="SELF"   Extracted="3865040403"   />

      </rec>

</references_metadata>

www.000webhost.com