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Volumn 3, Issue 6, 1999, Pages 233-242

Is imitation learning the route to humanoid robots?

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; ARTIFICIAL NEURAL NETWORK; EXPERIMENTAL MODEL; IMITATION; LEARNING; MOTOR CONTROL; MOVEMENT PERCEPTION; NONHUMAN; REVIEW; ROBOTICS;

EID: 0033151712     PISSN: 13646613     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1364-6613(99)01327-3     Document Type: Review
Times cited : (1302)

References (90)
  • 6
    • 33847202724 scopus 로고
    • Learning to predict by the methods of temporal differences
    • Sutton, R.S. (1988) Learning to predict by the methods of temporal differences Machine Learn. 3, 9-44
    • (1988) Machine Learn. , vol.3 , pp. 9-44
    • Sutton, R.S.1
  • 8
    • 0032426663 scopus 로고    scopus 로고
    • Learning by imitation: A hierachical approach
    • in press
    • Byrne, R.W. and Russon, A.E. Learning by imitation: a hierachical approach Behav. Brain Sci. (in press)
    • Behav. Brain Sci.
    • Byrne, R.W.1    Russon, A.E.2
  • 11
    • 0002621983 scopus 로고
    • Animal intelligence: An experimental study of the associative process in animals
    • Thorndike, E.L. (1898) Animal intelligence: an experimental study of the associative process in animals Psychol. Rev. Monogr. 2, 551-553
    • (1898) Psychol. Rev. Monogr. , vol.2 , pp. 551-553
    • Thorndike, E.L.1
  • 13
    • 0017769362 scopus 로고
    • Imitation of facial and manual gestures by human neonates
    • Meltzoff, A.N. and Moore, M.K. (1977) Imitation of facial and manual gestures by human neonates Science 198, 74-78
    • (1977) Science , vol.198 , pp. 74-78
    • Meltzoff, A.N.1    Moore, M.K.2
  • 14
    • 0020775626 scopus 로고
    • Newborn infants imitate adult facial gestures
    • Meltzoff, A.N. and Moore, M.K. (1983) Newborn infants imitate adult facial gestures Child Dev. 54, 702-709
    • (1983) Child Dev. , vol.54 , pp. 702-709
    • Meltzoff, A.N.1    Moore, M.K.2
  • 16
    • 0027748049 scopus 로고
    • Imitative learning of actions on objects by children, chimpanzees, and enculturated chimpanzees
    • Tomasello, M., Savage-Rumbaugh, S. and Kruger, A.C. (1993) Imitative learning of actions on objects by children, chimpanzees, and enculturated chimpanzees Child Dev. 64, 1688-1705
    • (1993) Child Dev. , vol.64 , pp. 1688-1705
    • Tomasello, M.1    Savage-Rumbaugh, S.2    Kruger, A.C.3
  • 17
    • 0026146242 scopus 로고
    • Does immediate imitation influence long-term memory for observed actions?
    • Abravanel, E. (1991) Does immediate imitation influence long-term memory for observed actions? J. Exp. Child Psychol. 51, 235-244
    • (1991) J. Exp. Child Psychol. , vol.51 , pp. 235-244
    • Abravanel, E.1
  • 18
    • 0029857210 scopus 로고    scopus 로고
    • A comparison of imitation strategies in observational learning of action patterns
    • Weeks, D.L., Hall, A.K. and Anderson, L.P. (1996) A comparison of imitation strategies in observational learning of action patterns J. Motor. Behav. 28, 348-358
    • (1996) J. Motor. Behav. , vol.28 , pp. 348-358
    • Weeks, D.L.1    Hall, A.K.2    Anderson, L.P.3
  • 19
    • 0031697361 scopus 로고    scopus 로고
    • Fixation behavior in observation and imitation of human movement
    • Mataric, M.J. and Pomplun, M. (1998) Fixation behavior in observation and imitation of human movement Cognit Brain Res. 7, 191-202
    • (1998) Cognit Brain Res. , vol.7 , pp. 191-202
    • Mataric, M.J.1    Pomplun, M.2
  • 20
    • 0001427558 scopus 로고
    • Preliminaries to a theory of action with reference to vision
    • Shaw, R. and Bransford, J., eds, Erlbaum
    • Turvey, M.T. (1977) Preliminaries to a theory of action with reference to vision, in Perceiving, Acting, and Knowing: Toward an Ecological Psychology (Shaw, R. and Bransford, J., eds), pp. 253-257, Erlbaum
    • (1977) Perceiving, Acting, and Knowing: toward an Ecological Psychology , pp. 253-257
    • Turvey, M.T.1
  • 22
    • 0029689455 scopus 로고    scopus 로고
    • Origins and early development of perception, action, and representation
    • Bertenthal, B.I. (1996) Origins and early development of perception, action, and representation Annu. Rev. Psychol. 47, 431-459
    • (1996) Annu. Rev. Psychol. , vol.47 , pp. 431-459
    • Bertenthal, B.I.1
  • 23
    • 0002862679 scopus 로고
    • Infant's understanding of people and things: From body imitation to folk psychology
    • Bermüdez, J.L., Marcel, A. and Eilan, N., eds, MIT Press
    • Meltzoff, A.N. and Moore, M.K. (1995) Infant's understanding of people and things: from body imitation to folk psychology, in The Body and The Self (Bermüdez, J.L., Marcel, A. and Eilan, N., eds), pp. 43-69, MIT Press
    • (1995) The Body and the Self , pp. 43-69
    • Meltzoff, A.N.1    Moore, M.K.2
  • 26
    • 0029863586 scopus 로고    scopus 로고
    • Premotor cortex and the recognition of motor actions
    • Rizzolatti, G. et al. (1996) Premotor cortex and the recognition of motor actions Cognit. Brain Res. 3, 131-141
    • (1996) Cognit. Brain Res. , vol.3 , pp. 131-141
    • Rizzolatti, G.1
  • 27
    • 0002185727 scopus 로고
    • Social signals analysed at the single cell level: Someone is looking at me, something touched me, something moved!
    • Perrett, D.I. et al. (1990) Social signals analysed at the single cell level: someone is looking at me, something touched me, something moved! Int. J. Comp. Psychol. 4, 25-55
    • (1990) Int. J. Comp. Psychol. , vol.4 , pp. 25-55
    • Perrett, D.I.1
  • 28
    • 0021072179 scopus 로고
    • Hierarchical organization and functional streams in the visual cortex
    • van Essen, D.C. and Maunsell, J.H.R. (1983) Hierarchical organization and functional streams in the visual cortex Trends Neurosci. 6, 370-375
    • (1983) Trends Neurosci. , vol.6 , pp. 370-375
    • Essen, D.C.1    Maunsell, J.H.R.2
  • 29
    • 0021882638 scopus 로고
    • Visual analysis of body movements by neurones in the temporal cortex of the macaque monkey: A preliminary report
    • Perrett, D.I. et al. (1985) Visual analysis of body movements by neurones in the temporal cortex of the macaque monkey: a preliminary report Behav. Brain Res. 16, 153-170
    • (1985) Behav. Brain Res. , vol.16 , pp. 153-170
    • Perrett, D.I.1
  • 30
    • 0024407644 scopus 로고
    • Frameworks of analysis for the neural representation of animate objects and actions
    • Perrett, D.I. et al. (1989) Frameworks of analysis for the neural representation of animate objects and actions J. Exp. Biol. 146, 87-113
    • (1989) J. Exp. Biol. , vol.146 , pp. 87-113
    • Perrett, D.I.1
  • 31
    • 0029905385 scopus 로고    scopus 로고
    • Integration of form and motion in the anterior superior temporal polysensory area (STPa) of the macaque monkey
    • Qram, M.W. and Perrett, D.I. (1996) Integration of form and motion in the anterior superior temporal polysensory area (STPa) of the macaque monkey J. Neurophysiol. 76, 109-129
    • (1996) J. Neurophysiol. , vol.76 , pp. 109-129
    • Qram, M.W.1    Perrett, D.I.2
  • 32
    • 0029912252 scopus 로고    scopus 로고
    • Motion sensitive cells in the macaque superior temporal polysensory area: Response discrimination between self-generated and externally generated pattern motion
    • Hietanen, J.K. and Perrett, D.I. (1996) Motion sensitive cells in the macaque superior temporal polysensory area: response discrimination between self-generated and externally generated pattern motion Behav. Brain Res. 76, 155-167
    • (1996) Behav. Brain Res. , vol.76 , pp. 155-167
    • Hietanen, J.K.1    Perrett, D.I.2
  • 33
    • 0023742696 scopus 로고
    • Functional organization of inferior area 6 in the macaque monkey: II. Area F5 and the control of distal movements
    • Rizzolatti, G. et al. (1988) Functional organization of inferior area 6 in the macaque monkey: II. Area F5 and the control of distal movements Exp. Brain Res. 71, 491-507
    • (1988) Exp. Brain Res. , vol.71 , pp. 491-507
    • Rizzolatti, G.1
  • 34
    • 0029051143 scopus 로고
    • Grasping objects: The cortical mechanisms of visuomotor transformation
    • Jeannerod, M. et al. (1995) Grasping objects: the cortical mechanisms of visuomotor transformation Trends Neurosci. 18, 314-320
    • (1995) Trends Neurosci. , vol.18 , pp. 314-320
    • Jeannerod, M.1
  • 35
    • 0030766848 scopus 로고    scopus 로고
    • Object representation in the ventral premotor cortex (area F5) of the monkey
    • Murata, A. et al. (1997) Object representation in the ventral premotor cortex (area F5) of the monkey/ Neurophysiol. 78, 2226-2230
    • (1997) Neurophysiol. , vol.78 , pp. 2226-2230
    • Murata, A.1
  • 37
    • 0026808667 scopus 로고
    • Understanding motor events: A neurophysiological study
    • di Pellegrino, G. et al. (1992) Understanding motor events: a neurophysiological study Exp. Brain Res. 91, 176-180
    • (1992) Exp. Brain Res. , vol.91 , pp. 176-180
    • Di Pellegrino, G.1
  • 38
    • 0027972856 scopus 로고
    • Mapping motor representations with positron emission tomography
    • Decety, J. et al. (1994) Mapping motor representations with positron emission tomography Nature 371, 600-602
    • (1994) Nature , vol.371 , pp. 600-602
    • Decety, J.1
  • 39
    • 0029051423 scopus 로고
    • Motor facilitation during action observation: A magnetic stimulation study
    • Fadiga, L. et al. (1995) Motor facilitation during action observation: a magnetic stimulation study J. Neurophysiol. 73, 2608-2611
    • (1995) J. Neurophysiol. , vol.73 , pp. 2608-2611
    • Fadiga, L.1
  • 40
    • 0029927872 scopus 로고    scopus 로고
    • Do imagined and executed actions share the same neural substrate?
    • Decety, J. (1996) Do imagined and executed actions share the same neural substrate? Cognit. Brain Res. 3, 87-93
    • (1996) Cognit. Brain Res. , vol.3 , pp. 87-93
    • Decety, J.1
  • 42
    • 0032402527 scopus 로고    scopus 로고
    • Mirror neurons and the simulation theory of mind-reading
    • Gallese, V. and Goldman, A. (1998) Mirror neurons and the simulation theory of mind-reading Trends Cognit. Sci. 2, 493-501
    • (1998) Trends Cognit. Sci. , vol.2 , pp. 493-501
    • Gallese, V.1    Goldman, A.2
  • 43
    • 0030296794 scopus 로고    scopus 로고
    • Forward models for physiological motor control
    • Miall, R.C. and Wolpert, D.M. (1996) Forward models for physiological motor control Neural Networks 9, 1265-1285
    • (1996) Neural Networks , vol.9 , pp. 1265-1285
    • Miall, R.C.1    Wolpert, D.M.2
  • 44
    • 0000624152 scopus 로고
    • Hand-movement related neurons of the posterior parietal cortex of the monkey: Their role in visual guidance of hand movements
    • Caminiti, R., Johnson, P.B. and Burnod, Y., eds, Springer-Verlag
    • Sakata, H. et al. (1992) Hand-movement related neurons of the posterior parietal cortex of the monkey: their role in visual guidance of hand movements, in Control of Arm Movement in Space (Caminiti, R., Johnson, P.B. and Burnod, Y., eds), pp. 185-198, Springer-Verlag
    • (1992) Control of Arm Movement in Space , pp. 185-198
    • Sakata, H.1
  • 45
    • 84865438985 scopus 로고    scopus 로고
    • Neural expectations: A possible evolutionary path from manual skills to language
    • Arbib, M.A. and Rizzolatti, G. (1996) Neural expectations: a possible evolutionary path from manual skills to language Commun. Cognit. 29, 393-424
    • (1996) Commun. Cognit. , vol.29 , pp. 393-424
    • Arbib, M.A.1    Rizzolatti, G.2
  • 46
    • 0029758054 scopus 로고    scopus 로고
    • Localization of grasp representations in humans by PET: 1. Observation versus execution
    • Rizzolatti, G. et al. (1996) Localization of grasp representations in humans by PET: 1. Observation versus execution Exp. Brain Res. 111, 246-252
    • (1996) Exp. Brain Res. , vol.111 , pp. 246-252
    • Rizzolatti, G.1
  • 47
    • 0029859705 scopus 로고    scopus 로고
    • Localization of grasp representations in humans by positron emission tomography: 2. Observation compared with imagination
    • Grafton, ST. et al. (1996) Localization of grasp representations in humans by positron emission tomography: 2. Observation compared with imagination Exp. Brain Res. 112, 103-111
    • (1996) Exp. Brain Res. , vol.112 , pp. 103-111
    • Grafton, S.T.1
  • 48
  • 49
    • 0021625245 scopus 로고
    • An approach to automatic robot programming based on inductive learning
    • Dufay, B. and Latombe, J.C. (1984) An approach to automatic robot programming based on inductive learning Int. J. Robotics Res. 3, 89-101
    • (1984) Int. J. Robotics Res. , vol.3 , pp. 89-101
    • Dufay, B.1    Latombe, J.C.2
  • 51
    • 84894671097 scopus 로고
    • Explanation-based manipulator learning: Acquisition of planning ability through observation
    • Segre, A.B. and DeJong, G. (1985) Explanation-based manipulator learning: acquisition of planning ability through observation, in International Conference on Robotics and Automation, pp. 555-560
    • (1985) International Conference on Robotics and Automation , pp. 555-560
    • Segre, A.B.1    Dejong, G.2
  • 54
    • 0028740409 scopus 로고
    • Learning by watching: Extracting reusable task knowledge from visual observation of human performance
    • Kuniyoshi, Y., Inaba, M. and Inoue, H. (1994) Learning by watching: extracting reusable task knowledge from visual observation of human performance IEEE Trans. Robotics Automation 10, 799-822
    • (1994) IEEE Trans. Robotics Automation , vol.10 , pp. 799-822
    • Kuniyoshi, Y.1    Inaba, M.2    Inoue, H.3
  • 61
    • 0031374407 scopus 로고    scopus 로고
    • Deferred imitation of human head movements by an active stereo vision head
    • Sendai, Japan, IEEE
    • Demiris, J. et al. (1997) Deferred imitation of human head movements by an active stereo vision head, in IEEE International Workshop on Robot Human Communication, Sendai, Japan, pp. 45-51, IEEE
    • (1997) IEEE International Workshop on Robot Human Communication , pp. 45-51
    • Demiris, J.1
  • 62
    • 0033001601 scopus 로고    scopus 로고
    • Segmentation of endpoint trajectories does not imply segmented control
    • Sternad, D. and Schaal, D. (1999) Segmentation of endpoint trajectories does not imply segmented control Exp. Brain Res. 124, 118-136
    • (1999) Exp. Brain Res. , vol.124 , pp. 118-136
    • Sternad, D.1    Schaal, D.2
  • 63
    • 0000672258 scopus 로고    scopus 로고
    • Improved switching among temporally abstract actions
    • MIT Press (in press)
    • Sutton, R.S. et al. Improved switching among temporally abstract actions. Advances in Neural Information Processing Systems (Vol. 11), MIT Press (in press)
    • Advances in Neural Information Processing Systems , vol.11
    • Sutton, R.S.1
  • 66
    • 0001728818 scopus 로고    scopus 로고
    • Computational approaches to motor control
    • Wolpert, D.M. (1997) Computational approaches to motor control Trends Cognit. Sci. 1, 209-216
    • (1997) Trends Cognit. Sci. , vol.1 , pp. 209-216
    • Wolpert, D.M.1
  • 67
    • 0032192424 scopus 로고    scopus 로고
    • Multiple paired forward and inverse models for motor control
    • Wolpert, D.M. and Kawato, M. (1998) Multiple paired forward and inverse models for motor control Neural Networks 11, 1317-1329
    • (1998) Neural Networks , vol.11 , pp. 1317-1329
    • Wolpert, D.M.1    Kawato, M.2
  • 71
  • 72
    • 0029480846 scopus 로고
    • Getting to know each other: Artificial social intelligence for autonomous robots
    • Dautenhahn, K. (1995) Getting to know each other: artificial social intelligence for autonomous robots Robotics and Autonomous Systems 16, 333-356
    • (1995) Robotics and Autonomous Systems , vol.16 , pp. 333-356
    • Dautenhahn, K.1
  • 73
    • 0030297195 scopus 로고    scopus 로고
    • A Kendama learning robot based on bidirectional theory
    • Miyamoto, H. et al. (1996) A Kendama learning robot based on bidirectional theory Neural Networks 9, 1281-1302
    • (1996) Neural Networks , vol.9 , pp. 1281-1302
    • Miyamoto, H.1
  • 74
    • 0032191729 scopus 로고    scopus 로고
    • A tennis serve and upswing learning robot based on bi-directional theory
    • Miyamoto, H. and Kawato, M. (1998) A tennis serve and upswing learning robot based on bi-directional theory Neural Networks 11, 1331-1344
    • (1998) Neural Networks , vol.11 , pp. 1331-1344
    • Miyamoto, H.1    Kawato, M.2
  • 75
    • 84898995067 scopus 로고    scopus 로고
    • Learning from demonstration
    • Mozer, M.C., Jordan, M. and Petsche, T., eds, MIT Press
    • Schaal, S. (1997) Learning from demonstration, in Advances in Neural Information Processing Systems (Vol. 9) (Mozer, M.C., Jordan, M. and Petsche, T., eds), pp. 1040-1046, MIT Press
    • (1997) Advances in Neural Information Processing Systems , vol.9 , pp. 1040-1046
    • Schaal, S.1
  • 78
    • 0029317915 scopus 로고
    • A theory for cursive handwriting based on the minimization principle
    • Wada, Y. and Kawato, M. (1995) A theory for cursive handwriting based on the minimization principle Biol. Cybern. 73, 3-13
    • (1995) Biol. Cybern. , vol.73 , pp. 3-13
    • Wada, Y.1    Kawato, M.2
  • 79
    • 0029372831 scopus 로고
    • The Helmholtz machine
    • Dayan, P. et al. (1995) The Helmholtz machine Neural Comput. 7, 889-904
    • (1995) Neural Comput. , vol.7 , pp. 889-904
    • Dayan, P.1
  • 82
    • 0032191720 scopus 로고    scopus 로고
    • Modeling parietal-premotor interactions in primate control of grasping
    • Fagg, A.M. and Arbib, M.A. (1998) Modeling parietal-premotor interactions in primate control of grasping Neural Networks 11, 1277-1303
    • (1998) Neural Networks , vol.11 , pp. 1277-1303
    • Fagg, A.M.1    Arbib, M.A.2
  • 83
    • 0029446195 scopus 로고
    • Nonlinear gated experts for time series: Discovering regimes and avoiding overfitting
    • Weigend, A.S., Mangeas, M. and Srivastava, A.N. (1995) Nonlinear gated experts for time series: discovering regimes and avoiding overfitting Int. J. Neural Syst. 6, 373-399
    • (1995) Int. J. Neural Syst. , vol.6 , pp. 373-399
    • Weigend, A.S.1    Mangeas, M.2    Srivastava, A.N.3
  • 84
    • 0001119510 scopus 로고
    • Mixtures of controllers for jump linear and non-linear plants
    • Cowen, J.D., Tesauro, G. and Alspector, J., eds
    • Cacciatore, T.W. and Nowlan, S.J. (1994) Mixtures of controllers for jump linear and non-linear plants, in Advances in Neural Information Processign Systems (Vol. 6) (Cowen, J.D., Tesauro, G. and Alspector, J., eds), pp. 719-726,
    • (1994) Advances in Neural Information Processign Systems , vol.6 , pp. 719-726
    • Cacciatore, T.W.1    Nowlan, S.J.2
  • 85
    • 0001558731 scopus 로고    scopus 로고
    • Annealed competition of experts for a segmentation and classification of switching dynamics
    • Morgan Kaufmann SBPawelzik, K., Kohlmorgen, J. and Müller, K.R. (1996) Annealed competition of experts for a segmentation and classification of switching dynamics Neural Comput. 8, 340-356
    • (1996) Neural Comput. , vol.8 , pp. 340-356
    • Morgan Kaufmann, S.B.1    Pawelzik, K.2    Kohlmorgen, J.3    Müller, K.R.4
  • 86
    • 53349153979 scopus 로고    scopus 로고
    • Bi-directional theory approach to integration
    • Konczak, J. and Thelen, E., eds, MIT Press
    • Kawato, M. (1996) Bi-directional theory approach to integration, in Attention and Performance, Vol. XVI (Konczak, J. and Thelen, E., eds), pp. 335-367, MIT Press
    • (1996) Attention and Performance , vol.16 , pp. 335-367
    • Kawato, M.1
  • 87
    • 0031674216 scopus 로고    scopus 로고
    • Bio-robotic approaches to the study of motor systems
    • Beer, R.D. et al. (1998) Bio-robotic approaches to the study of motor systems Curr. Opin. Neurobiol. 8, 777-782
    • (1998) Curr. Opin. Neurobiol. , vol.8 , pp. 777-782
    • Beer, R.D.1
  • 88
    • 0003510711 scopus 로고    scopus 로고
    • The Cog Project: Building a humanoid robot
    • Springer-Verlag (in press)
    • Brooks, R.A. et al. The Cog Project: building a humanoid robot. Lecture Notes in Computer Science, Springer-Verlag (in press)
    • Lecture Notes in Computer Science
    • Brooks, R.A.1


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