Automatically assigned DDC number: 00633

Manually assigned DDC number: 00633

Number of references: 32

Title: Using Learning to Improve Multi-Agent Systems for Design

Author:

Subject: Dan L. Grecu Using Learning to Improve Multi-Agent Systems for Design

Description: Contents 1. Motivation 3 1.1 Why design? 3 1.2 Agents -- an AI answer to complex problems 4 1.3 Performance of multi-agent systems 6 1.4 Anticipatint everything 7 1.5 Relying on change 9 1.5.1 Individual learning vs. multi-agent learning 9 1.5.2 One learning process vs. several learning processes 11 1.6 Where lies the challenge? 12 2. Problem definition 14 2.1 Specific elements of design problem-solving 14 2.2 The static and dynamic sides of the multi-agent system 17 2.2.1 The static side of the multi-agent system 17 2.2.2 The dynamic side of the multi-agent system 18 2.3 Learning while designing 20 3. Related research 23 3.1 Research in multi-agent design 23 3.2 Research in learning in design 25 3.2.1 Learning from previous designs 26 3.2.2 Learning about the design proces 27 3.3 Multi-agent learning 29 4. Possible approaches for the multi-agent models 32 5. Proposed approach 35 5.1 The multi-agent architecture 35 5.1.1 The agent model 35 5.1.2 Team d

Contributor: The Pennsylvania State University CiteSeer Archives

Publisher: unknown

Date: 1997-12-11

Pubyear: 1997

Format: ps

Identifier: http://citeseer.ist.psu.edu/378175.html

Source: http://www.cs.wpi.edu/~dgrecu/DOCUMENTS/PROPOSAL/proposal.ps

Language: en

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