Automatically assigned DDC number: 00631

Manually assigned DDC number: 00631

Number of references: 33

Title: Adaptive Behavior in Autonomous Agents

Author:

Subject: Tom Ziemke Adaptive Behavior in Autonomous Agents

Description: This paper gives an overview of the bottom-up approach to artificial intelligence (AI), commonly referred to as behavior-oriented AI. The behavior-oriented approach, with its focus on the interaction between autonomous agents and their environments, is introduced by contrasting it with the traditional approach of knowledge-based AI. Different notions of autonomy are discussed, and key problems of generating adaptive and complex behavior are identified. A number of techniques for the generation of behavior are introduced and evaluated regarding their potential for realizing different aspects of autonomy as well as adaptivity and complexity of behavior. It is concluded that in order to realize truly autonomous and intelligent agents, the behavior-oriented approach will have to focus even more on life-like qualities in both agents and environments. Keywords: adaptive behavior, autonomous agents, behavior-oriented AI To appear in: Presence - Teleoperators and Virtual Environments, 7(6), sp...

Contributor: The Pennsylvania State University CiteSeer Archives

Publisher: unknown

Date: 1999-01-12

Pubyear: 1998

Format: ps

Identifier: http://citeseer.ist.psu.edu/215664.html

Source: http://www.ida.his.se/ida/research/tech_reports/reports/tr98/HS-IDA-TR-98-004.ps

Language: en

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