Cambridge University Press
978-0-521-84511-3 - Imitation and Social Learning in Robots, Humans and Animals - Behavioural, Social and Communicative Dimensions - by Chrystopher L. Nehaniv and Kerstin Dautenhahn
Table of Contents



Contents




  List of plates page x
  List of figures xii
  List of tables xvii
  List of contributors xiii
  Introduction: the constructive interdisciplinary
viewpoint for understanding mechanisms and models
of imitation and social learning
1
  CHRYSTOPHER L. NEHANIV AND KERSTIN
DAUTENHAHN
Part I   Correspondence problems and mechanisms 19
1   Imitation: thoughts about theories 23
  GEOFFREY BIRD AND CECILIA HEYES
2   Nine billion correspondence problems 35
  CHRYSTOPHER L. NEHANIV
3   Challenges and issues faced in building a framework for
conducting research in learning from observation
47
  DARRIN BENTIVEGNA, CHRISTOPHER ATKESON
AND GORDON CHENG
Part II   Mirroring and ‘mind-reading’ 67
4   A neural architecture for imitation and
intentional relations
71
  MARCO IACOBONI, JONAS KAPLAN
AND STEPHEN WILSON
5   Simulation theory of understanding others: a robotics
perspective
89
  YIANNIS DEMIRIS AND MATTHEW JOHNSON
6   Mirrors and matchings: imitation from the perspective
of mirror-self-recognition, and the parietal region’s
involvement in both
103
  ROBERT W. MITCHELL
Part III   What to imitate? 131
7   The question of ‘what to imitate’: inferring goals and
intentions from demonstrations
135
  MALINDA CARPENTER AND JOSEP CALL
8   Learning of gestures by imitation in a humanoid robot 153
  SYLVAIN CALINON AND AUDE BILLARD
9   The dynamic emergence of categories through imitation 179
  TONY BELPAEME, BART DE BOER AND BART JANSEN
Part IV   Development and embodiment 195
10   Copying strategies by people with autistic spectrum
disorder: why only imitation leads to social cognitive
development
199
  JUSTIN H. G. WILLIAMS
11   A Bayesian model of imitation in infants and robots 217
  RAJESH P. N. RAO, AARON P. SHON AND ANDREW N.
MELTZOFF
12   Solving the correspondence problem in robotic imitation
across embodiments: synchrony, perception and culture
in artifacts
249
  ARIS ALISSANDRAKIS, CHRYSTOPHER L. NEHANIV
AND KERSTIN DAUTENHAHN
Part V   Synchrony and turn-taking as communicative
mechanisms
275
13   How to build an imitator 279
  ARNAUD REVEL AND JACQUELINE NADEL
14   Simulated turn-taking and development of styles of
motion
301
  TAKASHI IKEGAMI AND HIROKI IIZUKA
15   Bullying behaviour, empathy and imitation: an
attempted synthesis
323
  KERSTIN DAUTENHAHN, SARAH N. WOODS AND
CHRISTINA KAOURI
Part VI   Why imitate? – Motivations 341
16   Multiple motivations for imitation in infancy 343
  MARK NIELSEN AND VIRGINIA SLAUGHTER
17   The progress drive hypothesis: an interpretation
of early imitation
361
  FRéDéRIC KAPLAN AND PIERRE-YVES OUDEYER
Part VII   Social feedback 379
18   Training behavior by imitation: from parrots
to people . . . to robots?
383
  IRENE M. PEPPERBERG AND DIANE V. SHERMAN
19   Task learning through imitation and human–robot
interaction
407
  MONICA N. NICOLESCU AND MAJA J. MATARI
Part VIII   The ecological context 425
20   Emulation learning: the integration of technical
and social cognition
427
  LUDWIG HUBER
21   Mimicry as deceptive resemblance: beyond
the one-trick ponies
441
  MARK D. NORMAN AND TOM TREGENZA
  Index 455




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