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Designing Autonomous Agents

Theory and Practice from Biology to Engineering and Back

Autor: Pattie Maes

Język:

Oprawa: Miękka

Wydawca: MIT Press Ltd

Dostępność: 50 % szansa

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Designing Autonomous Agents provides a summary and overview of the radically different architectures...

Informacje o książce

Autor

Pattie Maes

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

1991

strony

200

EAN

9780262631358

ISBN

0262631350

Enbook ID

04562572

Wydawca

MIT Press Ltd

Waga

408

Wymiary

188 x 259 x 13

Pełny opis

Designing Autonomous Agents provides a summary and overview of the radically different architectures that have been developed over the past few years for organizing robots. These architectures have led to major breakthroughs that promise to revolutionize the study of autonomous agents and perhaps artificial intelligence in general.The new architectures emphasize more direct coupling of sensing to action, distributedness and decentralization, dynamic interaction with the environment, and intrinsic mechanisms to cope with limited resources and incomplete knowledge. The research discussed here encompasses such important ideas as emergent functionality, task-level decomposition, and reasoning methods such as analogical representations and visual operations that make the task of perception more realistic.Pattie Maes is Research Associate at the Artificial Intelligence Laboratory of the University of Brussels and Visiting Faculty Member at the Artificial Intelligence Laboratory at MIT.Contents: A Biological Perspective on Autonomous Agent Design, Randall D. Beer, Hillel J. Chiel, Leon S. Sterling. Elephants Don't Play Chess, Rodney A. Brooks. What Are Plans For? Philip E. Agre and David Chapman. Action and Planning in Embedded Agents, Leslie Pack Kaelbling and Stanley J. Rosenschein. Situated Agents Can Have Goals, Pattie Maes. Exploiting Analogical Representations, Luc Steels. Internalized Plans: A Representation for Action Resources, David W. Payton. Integrating Behavioral, Perceptual, and World Knowledge in Reactive Navigation, Ronald C. Arkin. Symbol Grounding via a Hybrid Architecture in an Autonomous Assembly System, Chris Malcolm and Tim Smithers. Animal Behavior as a Paradigm for Developing Robot Autonomy, Tracy L. Anderson and Max Donath.

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Designing Autonomous Agents

Theory and Practice from Biology to Engineering and Back

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