From biologically realistic imitation to robot teaching via human motor learning

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

Volumn 4985 LNCS, Issue PART 2, 2008, Pages 214-221

  Oztop, Erhan ^a,b   Babic, Jan ^b,c   Hale, Joshua ^a,b   Cheng, Gordon ^a,b   Kawato, Mitsuo ^a,b  

^a Japan Science and Technology Agency   (Japan)

^b ADVANCED TELECOMMUNICATIONS RESEARCH INSTITUTE INTERNATIONAL   (Japan)

^c JO EF STEFAN INSTITUTE   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

MOTORS; NETWORK PROTOCOLS; NEURAL NETWORKS; ROBOTICS; SENSOR NETWORKS; TEACHING;

COMPLEX TASKS; CONTROL TASKS; EMERGENT PROPERTIES; ENGINEERING TECHNIQUES; HAND POSTURES; HUMAN MOTOR LEARNINGS; HUMAN SCIENCES; MOTOR COMMANDS; NEURAL CIRCUITS; NEURAL-NETWORK; ONE HANDED; ROBOT TEACHINGS;

ROBOTS;

EID: 54049126598     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-69162-4_23     Document Type: Conference Paper

References (13)

1. Schaal, S., Ijspeert, A., Billard, A.: Computational approaches to motor learning by imitation. Philos. Trans. R Soc. Lond. B Biol. Sci. 358(1431), 537-547 (2003)
2. Billard, A., Epars, Y., Calinon, S., Schaal, S., Cheng, G.: Discovering optimal imitation strategies. Robotics and Autonomous Systems 47(2-3), 69-77 (2004)
3. Meltzoff, A.N., Decety, J.: What imitation tells us about social cognition: a rapprochement between developmental psychology and cognitive neuroscience. Philos. Trans. R Soc. Lond. B Biol. Sci. 358(1431), 491-500 (2003)
4. Chaminade, T., Meltzoff, A.N., Decety, J.: An fMRI study of imitation: action representation and body schema. Neuropsychologia 43(1), 115-127 (2005)
5. Oztop, E., Chaminade, T., Cheng, G., Kawato, M.: Imitation Bootstrapping: Experiments on a Robotic Hand. In: IEEE-RAS International Conference on Humanoid Robots, Tsukuba, Japan (2005)
6. Hassoun, M.: Associative Neural Memories: Theory and Implementation. Oxford University Press, Oxford (1993)
7. Kuniyoshi, Y., Yorozu, Y., Inaba, M., Inoue, H.: From Visuo-Motor Self Learning to Early Imitation - A Neural Architecture for Humanoid Learning. In: International Conference on Robotics & Automation, IEEE, Taipei, Taiwan (2003)
8. Hopfield, J.J.: Neural networks and physical systems with emergent collective computational abilities. Proc. Natl. Acad. Sci. USA 79(8), 2554-2558 (1982)
9. Oztop, E.: A New Content Addresable Memory Model Utilizing High Order Neurons, in Computer Engineering, Master Thesis, Middle East Technical University, Ankara (1996)
10. Iriki, A., Tanaka, M., Iwamura, Y.: Coding of modified body schema during tool use by macaque postcentral neurones. Neuroreport 7(14), 2325-2330 (1996)
11. Obayashi, S., Suhara, T., Kawabe, K., Okauchi, T., Maeda, J., Akine, Y., Onoe, H., Iriki, A.: Functional brain mapping of monkey tool use. Neuroimage 14(4), 853-861 (2001)
12. Oztop, E., Lin, L.H., Kawato, M., Cheng, G.: Extensive Human Training for Robot Skill Synthesis: Validation on a Robotic Hand. In: IEEE International Conference on Robotics and Automation, Roma, Italy (2007)
13. Cheng, G., Hyon, S., Morimoto, J., Ude, A., Jacobsen, S.: CB: A humanoid research platform for exploring neuroscience. In: IEEE-RAS International Conference on Humanoid Robots, Genova, Italy (2006)