Imitation in Animals and Artifacts

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Chrystopher L. Nehaniv, Kerstin Dautenhahn
MIT Press, 2002 - Всего страниц: 607

The effort to explain the imitative abilities of humans and other animals draws on fields as diverse as animal behavior, artificial intelligence, computer science, comparative psychology, neuroscience, primatology, and linguistics. This volume represents a first step toward integrating research from those studying imitation in humans and other animals, and those studying imitation through the construction of computer software and robots.

Imitation is of particular importance in enabling robotic or software agents to share skills without the intervention of a programmer and in the more general context of interaction and collaboration between software agents and humans. Imitation provides a way for the agent -- whether biological or artificial -- to establish a "social relationship" and learn about the demonstrator's actions, in order to include them in its own behavioral repertoire. Building robots and software agents that can imitate other artificial or human agents in an appropriate way involves complex problems of perception, experience, context, and action, solved in nature in various ways by animals that imitate.

 

Содержание

The AgentBased Perspective on Imitation
1
The Correspondence Problem
41
Vocal Social and SelfImitation by Bottlenosed Dolphins
63
Allospecific Referential Speech Acquisition in Grey Parrots Psittacus
109
Cognitive and Ethological Perspectives
133
Programming by Example as an Imitation Game
157
Learning to Fly
171
Experimental
191
Imitation as a DualRoute Process Featuring Predictive and Learning
327
Challenges in Building Robots That Imitate People
363
Linking Perception
391
Imitation or Something Simpler? Modeling Simple Mechanisms for Social
423
Imitation as a Perceptual Process
441
Do Monkeys Ape?Ten Years After
471
Transformational and Associative Theories of Imitation
501
Dimensions of Imitative PerceptionAction Mediation
525

Three Sources of Information in Social Learning
211
The Mirror System Imitation and the Evolution of Language
229
A Means to Enhance Learning of a Synthetic Protolanguage
281
Why Dont Animals Learn
311
Goal Representations in Imitative Actions
555
Three Modes for the Transmission
573
Appendix
587
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Chrystopher L. Nehaniv is co-organizer of the Adaptive Systems Research Group at the University of Hertfordshsire, England. Kerstin Dautenhahn is co-organizer of the Adaptive Systems Research Group at the University of Hertfordshsire, England.

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