Action understanding and imitation learning in a robot-human task

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3696 LNCS, Issue , 2005, Pages 261-268

  Erlhagen, Wolfram ^a   Mukovskiy, Albert ^a   Bicho, Estela ^a   Panin, Giorgio ^b   Kiss, Csaba ^b   Knoll, Alois ^b   Van Schie, Hein ^c   Bekkering, Harold ^c  

^a UNIVERSITY OF MINHO   (Portugal)

^b TECHNICAL UNIVERSITY OF MUNICH   (Germany)

^c RADBOUD UNIVERSITY NIJMEGEN   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

PHYSIOLOGICAL MODELS; ROBOTICS;

CONTROL ARCHITECTURE; GOALDIRECTED IMITATION; IMITATION LEARNING; INTERDISCIPLINARY PROJECT;

LEARNING SYSTEMS;

EID: 33646178522     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11550822_42     Document Type: Conference Paper

References (14)

1. Schaal, S., Ijspeert, A., and Billard, A.: Computational approaches to motor learning by imitation. Phil. Trans. R. Soc. Lond. B Vol. 358 (2003)537-547
2. Bekkering, H., Wohlschläger, A., and Gattis, M.: Imitation of gestures in children is goal-directed. The Quartely Journal of Experimental Psychology, Vol. 53A (2000) 153-164
3. Wohlschäger, A., Gattis, M., and Bekkering, H.: Action generation and action perception in imitation: An instantiation of the ideomotor principle. Phil. Trans. R. Soc. Lond. B. Vol. 358 (2003)501-515
4. Keysers, C., and Perrett, D. I.: Demystifying social cognition: a Hebbian perspective. Trends in Cognitive Science. Vol.8 (2004)501-507
5. Rizzolatti, G., Fogassi, L., and Gallese, V.: Neurophysiological mechanisms underlying the understanding and imitation of action. Nature Reviews. Vol.2 (2001)661-670
6. Amari, S.: Dynamics of pattern formation in lateral-inhibitory type neural fields. Biological Cybernetics. Vol.27 (1977)77-87
7. Erlhagen, W., and Schöner, G.: Dynamic field theory of movement preparation. Psychological Review. Vol.109 (2002)545-572
8. Erlhagen, W., Mukovskiy, A., and Bicho, E.: A dynamic model for action understanding and goal-directed imitation. Submitted
9. Fogassi, L., Ferrari, P. F., Gesierich, B., Rozzi, S., Chersi, F. and Rizzolatti, G.: Parietal lobe: from action organization to intention understanding. Science. Vol.308 (2005) 662-667
10. Kassim, A., and Kumar, B.V.K.V.:The wave expansion neural network. Neurocomputing. Vol.16 (1997)237-258
11. Billard, A., Epars, Y.,Calinon, S., Schaal, S. and Cheng, G.: Discovering optimal imitation strategies. Robotics and Autonomous Systems. Vol.47 (2004)69-77
12. Alissandrakis, A., Nehaniv, C.L., and Dautenhahn, K.: Imitation with ALICE: Learning to imitate corresponding actions across dissimiliar embodiments. IEEE Transactions on Systems, Man, and Cybernetics- Part A. Systems and Humans. Vol.32 (2002)482-496
13. Demiris, J., and Hayes, G.: Imitation as a dual-route process featuring predictive and learning components: A biologically plausible computational model. Imitation in Animals and Artifacts. Dautenhahn, K. and Nehaniv, C.L. MIT Press, Cambridge MA (2002)327-361
14. Wolpert, D.M., Doya, K. and Kawato, M.: A unifying computational framework for motor control and social interaction. Phil. Trans. R. Soc. Lond. B. Vol.358 (2003)593-602