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Volumn 4, Issue 2, 2007, Pages 211-243

Autonomous learning of the semantics of internal sensory states based on motor exploration

Author keywords

Grounding; Neural encoding decoding; Semantics; Sensorimotor learning

Indexed keywords

AUTONOMOUS MENTAL DEVELOPMENT; INTERNAL SENSORY STATE; MOTOR EXPLORATION; SENSORIMOTOR LEARNING;

EID: 34447330416     PISSN: 02198436     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0219843607001102     Document Type: Article
Times cited : (18)

References (75)
  • 3
    • 33644576426 scopus 로고    scopus 로고
    • Developmental robotics: Theory and experiments
    • J. Weng, Developmental robotics: Theory and experiments, Int. J. Humanoid Robot. 1 (2004) 199-236.
    • (2004) Int. J. Humanoid Robot , vol.1 , pp. 199-236
    • Weng, J.1
  • 4
    • 0034161446 scopus 로고    scopus 로고
    • Dynamical approaches to cognitive science
    • R. D. Beer, Dynamical approaches to cognitive science, Trends Cogn. Sci. 4 (2000) 91-99.
    • (2000) Trends Cogn. Sci , vol.4 , pp. 91-99
    • Beer, R.D.1
  • 5
    • 0025957717 scopus 로고
    • Intelligence without representation
    • R. A. Brooks, Intelligence without representation, Artif. Intell. 47 (1991) 139-159.
    • (1991) Artif. Intell , vol.47 , pp. 139-159
    • Brooks, R.A.1
  • 7
    • 0037489178 scopus 로고    scopus 로고
    • Embodied cognition
    • ed. M. A. Arbib, 2nd edn, MIT Press, Cambridge, MA
    • O. Sporns, Embodied cognition, in The Handbook of Brain Theory and Neural Networks, ed. M. A. Arbib, 2nd edn. (MIT Press, Cambridge, MA, 2003), pp. 395-398.
    • (2003) The Handbook of Brain Theory and Neural Networks , pp. 395-398
    • Sporns, O.1
  • 11
    • 0029847273 scopus 로고    scopus 로고
    • Principles of rhythmic motor pattern production
    • E. Marder and R. L. Calabrese, Principles of rhythmic motor pattern production, Physiol. Rev. 76 (1996) 687-717.
    • (1996) Physiol. Rev , vol.76 , pp. 687-717
    • Marder, E.1    Calabrese, R.L.2
  • 13
    • 0031147214 scopus 로고    scopus 로고
    • Map learning with uninterpreted sensors and effectors
    • D. M. Pierce and B. J. Kuipers, Map learning with uninterpreted sensors and effectors, Artif. Intell. 92 (1997) 162-227.
    • (1997) Artif. Intell , vol.92 , pp. 162-227
    • Pierce, D.M.1    Kuipers, B.J.2
  • 16
    • 0038100264 scopus 로고    scopus 로고
    • The parallel distributed processing approach to semantic cognition
    • J. L. McClelland and T. T. Rogers, The parallel distributed processing approach to semantic cognition, Nature Rev. Neurosci. 4 (2003) 310-322.
    • (2003) Nature Rev. Neurosci , vol.4 , pp. 310-322
    • McClelland, J.L.1    Rogers, T.T.2
  • 18
    • 0141795384 scopus 로고    scopus 로고
    • A neurobiological theory of meaning in perception
    • Portland, OR, 20-24 July, IEEE Press, Piscataway, NJ
    • W. J. Freeman, A neurobiological theory of meaning in perception, in Proc. Int. Joint Conf. Neural Networks, Portland, OR, 20-24 July 2003 (IEEE Press, Piscataway, NJ, 2003), pp. 1373-1378.
    • (2003) Proc. Int. Joint Conf. Neural Networks , pp. 1373-1378
    • Freeman, W.J.1
  • 19
    • 34447298816 scopus 로고    scopus 로고
    • Natural semantics for a mobile robot
    • Technical Report 00-59, University of Massachusetts Computer Science
    • P. R. Cohen and C. R. Beal, Natural semantics for a mobile robot, Technical Report 00-59, University of Massachusetts Computer Science (2000).
    • (2000)
    • Cohen, P.R.1    Beal, C.R.2
  • 21
    • 45149140937 scopus 로고
    • The symbol grounding problem
    • S. Harnad, The symbol grounding problem, Physica D 42 (1990) 335-346.
    • (1990) Physica D , vol.42 , pp. 335-346
    • Harnad, S.1
  • 23
    • 33750711361 scopus 로고    scopus 로고
    • Y. Choe and N. H. Smith, Motion-based autonomous grounding: Inferring external world properties from internal sensory states alone, in Proc. 21st Nat. Conf. Artificial Intelligence, Boston, MA, 16-20 July 2006, eds. Y. Gil and R. Mooney (AAAI Press, Menlo Park, CA, 2006), pp. 936-641.
    • Y. Choe and N. H. Smith, Motion-based autonomous grounding: Inferring external world properties from internal sensory states alone, in Proc. 21st Nat. Conf. Artificial Intelligence, Boston, MA, 16-20 July 2006, eds. Y. Gil and R. Mooney (AAAI Press, Menlo Park, CA, 2006), pp. 936-641.
  • 25
    • 0018925643 scopus 로고
    • Two-dimensional spectral analysis of cortical receptive field profiles
    • J. G. Daugman, Two-dimensional spectral analysis of cortical receptive field profiles, Vision Res. 20 (1980) 847-856.
    • (1980) Vision Res , vol.20 , pp. 847-856
    • Daugman, J.G.1
  • 26
    • 0031063237 scopus 로고    scopus 로고
    • Computational models of visual neurons specialised in the detection of periodic and aperiodic oriented visual stimuli: Bar and grating cells
    • N. Petkov and P. Kruizinga, Computational models of visual neurons specialised in the detection of periodic and aperiodic oriented visual stimuli: Bar and grating cells, Biol. Cybern. 76 (1997) 83-96.
    • (1997) Biol. Cybern , vol.76 , pp. 83-96
    • Petkov, N.1    Kruizinga, P.2
  • 27
    • 0036136596 scopus 로고    scopus 로고
    • Multisensory interactions in saccade target selection: Curved saccade trajectories
    • M. C. Doyle and R. Walker, Multisensory interactions in saccade target selection: Curved saccade trajectories, Exper. Brain Res. 142 (2002) 116-130.
    • (2002) Exper. Brain Res , vol.142 , pp. 116-130
    • Doyle, M.C.1    Walker, R.2
  • 29
    • 33847202724 scopus 로고
    • Learning to predict by the methods of temporal differences
    • R. S. Sutton, Learning to predict by the methods of temporal differences, Mach. Learn. 3 (1988) 9-44.
    • (1988) Mach. Learn , vol.3 , pp. 9-44
    • Sutton, R.S.1
  • 33
    • 84898929164 scopus 로고    scopus 로고
    • Learning lie groups for invariant visual perception
    • eds. M. S. Kearns, S. A. Solla and D. A. Cohn MIT Press, Cambridge, MA
    • R. P. N. Rao and D. L. Ruderman, Learning lie groups for invariant visual perception, in Advances in Neural Information Processing Systems 11, eds. M. S. Kearns, S. A. Solla and D. A. Cohn (MIT Press, Cambridge, MA, 1999), pp. 810-816.
    • (1999) Advances in Neural Information Processing Systems 11 , pp. 810-816
    • Rao, R.P.N.1    Ruderman, D.L.2
  • 34
    • 34447336338 scopus 로고    scopus 로고
    • Perceptual invariance and categorization in an embodied model of the visual system
    • eds. B. Webb and T. R. Consi AAAI Press/MIT Press, Menlo Park, CA
    • N. Almássy and O. Sporns, Perceptual invariance and categorization in an embodied model of the visual system, in Biorobotics: Methods and Applications, eds. B. Webb and T. R. Consi (AAAI Press/MIT Press, Menlo Park, CA, 2001), pp. 123-143.
    • (2001) Biorobotics: Methods and Applications , pp. 123-143
    • Almássy, N.1    Sporns, O.2
  • 36
    • 0035495009 scopus 로고    scopus 로고
    • A sensorimotor account of vision and visual consciousness
    • J. K. O'Regan and A. Noë, A sensorimotor account of vision and visual consciousness, Behav. Brain Sci. 24(5) (2001) 883-917.
    • (2001) Behav. Brain Sci , vol.24 , Issue.5 , pp. 883-917
    • O'Regan, J.K.1    Noë, A.2
  • 37
    • 0041825419 scopus 로고    scopus 로고
    • Is there something out there? Inferring space from sensorimotor dependencies
    • D. Philipona, J. K. O'Regan and J.-P. Nadal, Is there something out there? Inferring space from sensorimotor dependencies, Neural Comput. 15 (2003) 2029-2050.
    • (2003) Neural Comput , vol.15 , pp. 2029-2050
    • Philipona, D.1    O'Regan, J.K.2    Nadal, J.-P.3
  • 38
    • 84886757711 scopus 로고    scopus 로고
    • Perception of the structure of the physical world using unknown multimodal sensors and effectors
    • eds. S. Thrun, L. Saul and B. Schölkopf MIT Press, Cambridge, MA
    • D. Philipona, J. K. O'Regan, J.-P. Nadal and O. J.-M. D. Coenen, Perception of the structure of the physical world using unknown multimodal sensors and effectors, in Advances in Neural Information Processing Systems 16, eds. S. Thrun, L. Saul and B. Schölkopf (MIT Press, Cambridge, MA, 2004), pp. 945-952.
    • (2004) Advances in Neural Information Processing Systems 16 , pp. 945-952
    • Philipona, D.1    O'Regan, J.K.2    Nadal, J.-P.3    Coenen, O.J.-M.D.4
  • 39
    • 0033616131 scopus 로고    scopus 로고
    • A. J. Bell, Levels and loops: The future of artificial intelligence and neuroscience, Philos. Trans. Roy. Soc. London 354 (1999) 2013-2020.
    • A. J. Bell, Levels and loops: The future of artificial intelligence and neuroscience, Philos. Trans. Roy. Soc. London 354 (1999) 2013-2020.
  • 40
    • 0036453095 scopus 로고    scopus 로고
    • Nullspace composition of control laws for grasping
    • Lausanne, Switzerland, 30 September-4 October, IEEE Press, Piscataway, N.J
    • R. Platt Jr., A. H. Fagg and E. A. Grupen, Nullspace composition of control laws for grasping, in Proc. 2002 IEEE/RSJ Int. Cont. Intelligent Robots and Systems, Lausanne, Switzerland, 30 September-4 October 2002 (IEEE Press, Piscataway, N.J, 2002), pp. 1717-1723.
    • (2002) Proc. 2002 IEEE/RSJ Int. Cont. Intelligent Robots and Systems , pp. 1717-1723
    • Platt Jr., R.1    Fagg, A.H.2    Grupen, E.A.3
  • 41
    • 0033718110 scopus 로고    scopus 로고
    • G. Tevatia and S. Schaal, Inverse kinematics for humanoid robots, in Proc. IEEE Int. Conf. Robotics and Automation 2000, San Francisco, CA, 24-28 April 2000, 1, ed. O. Khatib (IEEE, Piscataway, NJ, 2000), pp. 294-299.
    • G. Tevatia and S. Schaal, Inverse kinematics for humanoid robots, in Proc. IEEE Int. Conf. Robotics and Automation 2000, San Francisco, CA, 24-28 April 2000, Vol. 1, ed. O. Khatib (IEEE, Piscataway, NJ, 2000), pp. 294-299.
  • 42
    • 0141629808 scopus 로고
    • Movement-produced stimulation in the development of visually guided behavior
    • R. Held and A. Hein, Movement-produced stimulation in the development of visually guided behavior, J. Comparat. Physiol. Psychol. 56 (1963) 872-876.
    • (1963) J. Comparat. Physiol. Psychol , vol.56 , pp. 872-876
    • Held, R.1    Hein, A.2
  • 44
    • 0020538633 scopus 로고
    • Tactile vision substitution: Past and future
    • P. Bach-y-Rita, Tactile vision substitution: Past and future, Int. J. Neurosci. 19 (1983) 29-36.
    • (1983) Int. J. Neurosci , vol.19 , pp. 29-36
    • Bach-y-Rita, P.1
  • 45
    • 0022688781 scopus 로고
    • A robust layered control system for a mobile robot
    • R. A. Brooks, A robust layered control system for a mobile robot, IEEE J. Robot. Autom. 2(10) (1986) 14-23.
    • (1986) IEEE J. Robot. Autom , vol.2 , Issue.10 , pp. 14-23
    • Brooks, R.A.1
  • 46
    • 0031636221 scopus 로고    scopus 로고
    • R. A. Brooks, C. Braezeal (Ferrell), R. Irie, C. C. Kemp, M. Marjanović, B. Scassellati and M. M. Williamsom, Alternative essences of intelligence, in Proc. 15th Natl. Conf. Artificial Intelligence Madison, WI, 26-30 July 1998, eds. J. Mostow and C. Rich (AAAI Press, Menlo Park, CA, 1998), pp. 961-976.
    • R. A. Brooks, C. Braezeal (Ferrell), R. Irie, C. C. Kemp, M. Marjanović, B. Scassellati and M. M. Williamsom, Alternative essences of intelligence, in Proc. 15th Natl. Conf. Artificial Intelligence Madison, WI, 26-30 July 1998, eds. J. Mostow and C. Rich (AAAI Press, Menlo Park, CA, 1998), pp. 961-976.
  • 48
    • 33745616789 scopus 로고    scopus 로고
    • Learning acceptable windows of contingency
    • K. Gold and B. Scassellati, Learning acceptable windows of contingency, Connect. Sci. 18 (2006) 217-228.
    • (2006) Connect. Sci , vol.18 , pp. 217-228
    • Gold, K.1    Scassellati, B.2
  • 49
    • 34447338531 scopus 로고    scopus 로고
    • Natural semantics for a mobile robot, University of Massachusettes, Department of Computer Science
    • Technical Report 00-59
    • P. R. Cohen and C. R. Beal, Natural semantics for a mobile robot, University of Massachusettes, Department of Computer Science, Technical Report 00-59 (2000).
    • (2000)
    • Cohen, P.R.1    Beal, C.R.2
  • 50
    • 38249032609 scopus 로고
    • How to build a baby: On the development of an accessible representational system
    • J. M. Mandler, How to build a baby: On the development of an accessible representational system, Cogn. Dev. 3 (1992) 113-136.
    • (1992) Cogn. Dev , vol.3 , pp. 113-136
    • Mandler, J.M.1
  • 51
    • 0043087371 scopus 로고
    • Ph.D. dissertation, Department of Computer Sciences, The University of Texas at Austin, Austin, TX
    • D. M. Pierce, Map learning with uninterpreted sensors and effectors, Ph.D. dissertation, Department of Computer Sciences, The University of Texas at Austin, Austin, TX (1995).
    • (1995) Map learning with uninterpreted sensors and effectors
    • Pierce, D.M.1
  • 52
    • 0031147214 scopus 로고    scopus 로고
    • Map learning with uninterpreted sensors and effectors
    • D. Pierce and B. Kuipers, Map learning with uninterpreted sensors and effectors, Artifi. Intell. 92 (1997) 169-227.
    • (1997) Artifi. Intell , vol.92 , pp. 169-227
    • Pierce, D.1    Kuipers, B.2
  • 53
    • 31844456089 scopus 로고    scopus 로고
    • M. Bowling, A. Ghodsi and D. Wilkinson, Action respecting embedding, in Proc. 22nd Int. Cont. Machine Learning, Bonn, Germany, 7-11 August 2005, eds. L. De Raedt and S. Wrobel (Omni Press, Madison, WI, 2005), pp 65-72.
    • M. Bowling, A. Ghodsi and D. Wilkinson, Action respecting embedding, in Proc. 22nd Int. Cont. Machine Learning, Bonn, Germany, 7-11 August 2005, eds. L. De Raedt and S. Wrobel (Omni Press, Madison, WI, 2005), pp 65-72.
  • 54
    • 84899031920 scopus 로고    scopus 로고
    • Intrinsically motivated reinforcement learning
    • eds. L. K. Saul, Y. Weiss and L. Bottou MIT Press, Cambridge, MA
    • S. Singh, A. G. Barto and N. Chentanez, Intrinsically motivated reinforcement learning, in Advances in Neural Information Processing Systems 17, eds. L. K. Saul, Y. Weiss and L. Bottou (MIT Press, Cambridge, MA, 2005), pp. 1281-1288.
    • (2005) Advances in Neural Information Processing Systems 17 , pp. 1281-1288
    • Singh, S.1    Barto, A.G.2    Chentanez, N.3
  • 55
    • 2342507110 scopus 로고    scopus 로고
    • Contour integration and segmentation in a self-organizing map of spiking neurons
    • Y. Choe and R. Miikkulainen, Contour integration and segmentation in a self-organizing map of spiking neurons, Biol. Cybern. 90 (2004) 75-88.
    • (2004) Biol. Cybern , vol.90 , pp. 75-88
    • Choe, Y.1    Miikkulainen, R.2
  • 56
    • 67650157089 scopus 로고    scopus 로고
    • Co-development of visual receptive fields and their motor primitive-based decoding scheme
    • Society for Neuroscience, Washington, DC (2006) Program No. 734.6. Online
    • Y. Choe and H.-F. Yang, Co-development of visual receptive fields and their motor primitive-based decoding scheme, in Society for Neuroscience Abstracts, Society for Neuroscience, Washington, DC (2006) Program No. 734.6. Online.
    • Society for Neuroscience Abstracts
    • Choe, Y.1    Yang, H.-F.2
  • 57
    • 0004110999 scopus 로고
    • Harvard University Press, Cambridge, MA
    • D. LaBerge, Attentional Processing (Harvard University Press, Cambridge, MA, 1995).
    • (1995) Attentional Processing
    • LaBerge, D.1
  • 60
    • 34447319597 scopus 로고    scopus 로고
    • personal communication
    • S. Harnad, personal communication (2005).
    • (2005)
    • Harnad, S.1
  • 61
    • 1642297212 scopus 로고    scopus 로고
    • Basic principles of the KIV model and its application to the navigation problem
    • R. Kozma and W. J. Freeman, Basic principles of the KIV model and its application to the navigation problem, J. Int. Neurosci. 2 (2003) 125-145.
    • (2003) J. Int. Neurosci , vol.2 , pp. 125-145
    • Kozma, R.1    Freeman, W.J.2
  • 62
    • 0037028068 scopus 로고    scopus 로고
    • I felt my hand moving: A new role of the primary motor cortex in somatic perception of limb movement
    • E. Naito, P. E. Roland and H. H. Ehrsson, I felt my hand moving: A new role of the primary motor cortex in somatic perception of limb movement, Neuron 36 (2002) 979-988.
    • (2002) Neuron , vol.36 , pp. 979-988
    • Naito, E.1    Roland, P.E.2    Ehrsson, H.H.3
  • 64
    • 34447345638 scopus 로고    scopus 로고
    • Perception 31 (supplement) (2002) 90 i Proc. 25th European Conf. Visual Perception, Glasgow, Scotl and, 25-29 August 2002
    • A. Bompas, J. J. Clark and J. K. O'Regan, Colour perception in the sensorimotor contingency theory, Perception 31 (supplement) (2002) 90 i Proc. 25th European Conf. Visual Perception, Glasgow, Scotl and, 25-29 August 2002].
    • Bompas, A.1    Clark, J.J.2    O'Regan, J.K.3
  • 65
    • 28844485911 scopus 로고    scopus 로고
    • Representation in the brain
    • E. T. Rolls, Representation in the brain, Synthese 129 (2001) 153-171.
    • (2001) Synthese , vol.129 , pp. 153-171
    • Rolls, E.T.1
  • 66
    • 0034973745 scopus 로고    scopus 로고
    • The prefrontal cortex - An update: Time is of the essence
    • J. M. Fuster, The prefrontal cortex - An update: Time is of the essence, Neuron 30 (2001) 319-333.
    • (2001) Neuron , vol.30 , pp. 319-333
    • Fuster, J.M.1
  • 68
    • 0035461397 scopus 로고    scopus 로고
    • Neurophysiological mechanisms underlying the understanding and imitation of action
    • G. Rizzolatti, L. Fogassi and V. Gallese, Neurophysiological mechanisms underlying the understanding and imitation of action, Nat. Rev. Neurosci. 2 (2001) 661-670.
    • (2001) Nat. Rev. Neurosci , vol.2 , pp. 661-670
    • Rizzolatti, G.1    Fogassi, L.2    Gallese, V.3
  • 69
    • 34447330636 scopus 로고    scopus 로고
    • Y. Choe, A deeper semantic role for the mirror system, Behavioral and Brain Sciences, 28 (2005), (On-line supplemental commentary on Arbib (2005) Behavioral and Brain Sciences, 28, pp. 105-167. URL: http://www.bbsonline.org/Preprints/Arbib-05012002/Supplemental.) 1 page.
    • Y. Choe, A deeper semantic role for the mirror system, Behavioral and Brain Sciences, Vol. 28 (2005), (On-line supplemental commentary on Arbib (2005) Behavioral and Brain Sciences, Vol. 28, pp. 105-167. URL: http://www.bbsonline.org/Preprints/Arbib-05012002/Supplemental.) 1 page.
  • 70
    • 2942551385 scopus 로고    scopus 로고
    • Tactile sensory substitution studies
    • P. Bach-y-Rita, Tactile sensory substitution studies, Ann. New York Acad. Sci. 1013 (2004) 83-91.
    • (2004) Ann. New York Acad. Sci , vol.1013 , pp. 83-91
    • Bach-y-Rita, P.1
  • 71
    • 23144447524 scopus 로고    scopus 로고
    • The natural history of agents
    • eds. L. Gulyás, G. Tatai and J. Váncza Springer, Budapest
    • G. Kampis, The natural history of agents, in Agents Everywhere, eds. L. Gulyás, G. Tatai and J. Váncza (Springer, Budapest, 1999), pp. 24-48.
    • (1999) Agents Everywhere , pp. 24-48
    • Kampis, G.1
  • 72
    • 0033135312 scopus 로고    scopus 로고
    • Homeostatic plasticity in neuronal networks: The more things change, the more they stay the same
    • G. G. Turrigiano, Homeostatic plasticity in neuronal networks: The more things change, the more they stay the same, Trends Neurosci. 22 5) (1999) 221-227.
    • (1999) Trends Neurosci , vol.22 , Issue.5 , pp. 221-227
    • Turrigiano, G.G.1
  • 73
    • 0032567928 scopus 로고    scopus 로고
    • Activity-dependent scaling of quantal amplitude in neocortical neurons
    • February
    • G. G. Turrigiano, K. R. Leslie, N. S. Desai, L. C. Rutherford and S. B. Nelson, Activity-dependent scaling of quantal amplitude in neocortical neurons, Nature 391 (February 1998) 845-846.
    • (1998) Nature , vol.391 , pp. 845-846
    • Turrigiano, G.G.1    Leslie, K.R.2    Desai, N.S.3    Rutherford, L.C.4    Nelson, S.B.5
  • 74
    • 33746610175 scopus 로고    scopus 로고
    • Homeostatic synaptic scaling in self-organizing maps
    • T. J. Sullivan and V. R. de Sa, Homeostatic synaptic scaling in self-organizing maps, Neural Networks 19 (2006) 734-743.
    • (2006) Neural Networks , vol.19 , pp. 734-743
    • Sullivan, T.J.1    de Sa, V.R.2
  • 75
    • 35048875397 scopus 로고    scopus 로고
    • Autonomous acquisition of the meaning of sensory states through sensory-invariance driven action
    • Biologically Inspired Approaches to Advanced Information Technology: First International Workshop, eds. A. J. Ijspcert, M. Murata and N. Wakamiya, Springer, Berlin
    • Y. Choe and S. K. Bhamidipati, Autonomous acquisition of the meaning of sensory states through sensory-invariance driven action, in Biologically Inspired Approaches to Advanced Information Technology: First International Workshop, eds. A. J. Ijspcert, M. Murata and N. Wakamiya, Lecture Notes in Computer Science, Vol. 3141 (Springer, Berlin, 2004), pp. 176-188.
    • (2004) Lecture Notes in Computer Science , vol.3141 , pp. 176-188
    • Choe, Y.1    Bhamidipati, S.K.2


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