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Volumn 3, Issue OCT, 2012, Pages

What's next: Recruitment of a grounded predictive body model for planning a robot's actions

Author keywords

Anticipation; Internal body model; Internal simulation; Minimal cognitive system; Prediction; Recurrent neural network; Robotic architecture

Indexed keywords


EID: 84870892842     PISSN: None     EISSN: 16641078     Source Type: Journal    
DOI: 10.3389/fpsyg.2012.00383     Document Type: Article
Times cited : (20)

References (75)
  • 1
    • 78649978073 scopus 로고    scopus 로고
    • Neural reuse: a fundamental organizational principle of the brain
    • Anderson, M. L. (2010). Neural reuse: a fundamental organizational principle of the brain. Behav. Brain Sci. 33, 254-313.
    • (2010) Behav. Brain Sci. , vol.33 , pp. 254-313
    • Anderson, M.L.1
  • 3
    • 33747250133 scopus 로고    scopus 로고
    • Crossing large gaps: a simulation study of stick insect behavior
    • Bläsing, B. (2006). Crossing large gaps: a simulation study of stick insect behavior. Adapt. Behav. 14, 265-285.
    • (2006) Adapt. Behav. , vol.14 , pp. 265-285
    • Bläsing, B.1
  • 4
    • 33751214838 scopus 로고    scopus 로고
    • Resilient machines through continuous self-modeling
    • Bongard, J., Zykov, V., and Lipson, H. (2006). Resilient machines through continuous self-modeling. Science 314, 1118-1121.
    • (2006) Science , vol.314 , pp. 1118-1121
    • Bongard, J.1    Zykov, V.2    Lipson, H.3
  • 5
    • 0032545925 scopus 로고    scopus 로고
    • Rubber hands 'feel' touch that eyes see
    • Botvinick, M., and Cohen, J. (1998). Rubber hands 'feel' touch that eyes see. Nature 391, 756-756.
    • (1998) Nature , vol.391 , pp. 756-1756
    • Botvinick, M.1    Cohen, J.2
  • 7
    • 48249143178 scopus 로고    scopus 로고
    • Multifunctional pattern-generating circuits
    • Briggman, K. L., and Kristan, W. B. (2008). Multifunctional pattern-generating circuits. Annu. Rev. Neurosci. 31, 271-294.
    • (2008) Annu. Rev. Neurosci. , vol.31 , pp. 271-294
    • Briggman, K.L.1    Kristan, W.B.2
  • 9
    • 34249668981 scopus 로고    scopus 로고
    • Exploiting redun-dancyforflexiblebehavior: unsupervised learning in a modular sensorimotor control architecture
    • Butz, M. V., Herbort, O., and Hoffmann, J. (2007). Exploiting redun-dancyforflexiblebehavior: unsupervised learning in a modular sensorimotor control architecture. Psychol. Rev. 4, 1015-1046.
    • (2007) Psychol. Rev. , vol.4 , pp. 1015-1046
    • Butz, M.V.1    Herbort, O.2    Hoffmann, J.3
  • 10
    • 25144447738 scopus 로고    scopus 로고
    • The neuroscience of grasping
    • Castiello, U. (2005). The neuroscience of grasping. Nat. Rev. Neurosci. 6, 726-736.
    • (2005) Nat. Rev. Neurosci. , vol.6 , pp. 726-736
    • Castiello, U.1
  • 11
    • 84870933006 scopus 로고    scopus 로고
    • Whatever next? Predictive brains, situated agents, and the future of cognitive science
    • (in press)
    • Clark, A. (in press). Whatever next? Predictive brains, situated agents, and the future of cognitive science. Behav. Brain Sci.
    • Behav. Brain Sci.
    • Clark, A.1
  • 12
    • 25644456660 scopus 로고    scopus 로고
    • Computational correlates of consciousness
    • ed. S. Laureys (Oxford: Elsevier)
    • Cleeremans, A. (2005). "Computational correlates of consciousness," in Progress in Brain Research, Vol. 150, ed. S. Laureys (Oxford: Elsevier), 81-98.
    • (2005) Progress in Brain Research , vol.150 , pp. 81-98
    • Cleeremans, A.1
  • 13
    • 33747880175 scopus 로고    scopus 로고
    • Are there distinct neural representations of object and limb dynamics?
    • Cothros, N., Wong, J. D., and Gribble, P. L. (2006). Are there distinct neural representations of object and limb dynamics? Exp. Brain Res. 173, 689-697.
    • (2006) Exp. Brain Res. , vol.173 , pp. 689-697
    • Cothros, N.1    Wong, J.D.2    Gribble, P.L.3
  • 14
    • 84981611599 scopus 로고
    • The control of the anterior extreme position of the hindleg of a walking insect
    • Cruse, H. (1979). The control of the anterior extreme position of the hindleg of a walking insect. Physiol. Entomol. 4, 121-124.
    • (1979) Physiol. Entomol. , vol.4 , pp. 121-124
    • Cruse, H.1
  • 15
    • 0012573065 scopus 로고    scopus 로고
    • Feeling our body-the basis of cognition?
    • Cruse, H. (1999). Feeling our body - the basis of cognition? Evol. Cogn. 5, 162-173.
    • (1999) Evol. Cogn. , vol.5 , pp. 162-173
    • Cruse, H.1
  • 17
    • 0003165483 scopus 로고
    • Solution of the direct and inverse kinematic problems by a common algorithm based on the mean of multiple computations
    • Cruse, H., and Steinkühler, U. (1993). Solution of the direct and inverse kinematic problems by a common algorithm based on the mean of multiple computations. Biol. Cybern. 69, 345-351.
    • (1993) Biol. Cybern. , vol.69 , pp. 345-351
    • Cruse, H.1    Steinkühler, U.2
  • 18
    • 1642335098 scopus 로고    scopus 로고
    • Internal models underlying grasp can be additively combined
    • Davidson, P. R., and Wolpert, D. M. (2004). Internal models underlying grasp can be additively combined. Exp. Brain Res. 155, 334-340.
    • (2004) Exp. Brain Res. , vol.155 , pp. 334-340
    • Davidson, P.R.1    Wolpert, D.M.2
  • 19
    • 0034332928 scopus 로고    scopus 로고
    • Forward modeling allows feedback control for fast reachingmovements
    • Desmurget, M., and Grafton, S. (2000). Forward modeling allows feedback control for fast reachingmovements. Trends Cogn. Sci. (Regul. Ed.) 4, 423-431.
    • (2000) Trends Cogn. Sci. (Regul. Ed.) , vol.4 , pp. 423-431
    • Desmurget, M.1    Grafton, S.2
  • 21
    • 0035745051 scopus 로고    scopus 로고
    • Stereotypic leg searching-movements in the stick insect: kinematic analysis, behavioural context and simulation
    • Dürr, V. (2001). Stereotypic leg searching-movements in the stick insect: kinematic analysis, behavioural context and simulation. J. Exp. Biol. 204, 1589-1604.
    • (2001) J. Exp. Biol. , vol.204 , pp. 1589-1604
    • Dürr, V.1
  • 22
    • 3242795949 scopus 로고    scopus 로고
    • Behaviour-based modelling of hexapod locomotion: linking biology and technical application
    • Dürr, V., Schmitz, J., and Cruse, H. (2004). Behaviour-based modelling of hexapod locomotion: linking biology and technical application. Arthropod Struct. Dev. 33, 237-250.
    • (2004) Arthropod Struct. Dev. , vol.33 , pp. 237-250
    • Dürr, V.1    Schmitz, J.2    Cruse, H.3
  • 23
    • 80053527499 scopus 로고    scopus 로고
    • Active tactile exploration for adaptive locomotion in the stick insect
    • Dürr, V., and Schütz, C. H. (2011). Active tactile exploration for adaptive locomotion in the stick insect. Philos. Trans. R Soc. Lond. B Biol. Sci. 366, 2996-3005.
    • (2011) Philos. Trans. R Soc. Lond. B Biol. Sci. , vol.366 , pp. 2996-3005
    • Dürr, V.1    Schütz, C.H.2
  • 24
    • 0037165165 scopus 로고    scopus 로고
    • Humans integrate visual and haptic information in a statistically optimal fashion
    • Ernst, M. O., and Banks, M. S. (2002). Humans integrate visual and haptic information in a statistically optimal fashion. Nature 415, 429-433.
    • (2002) Nature , vol.415 , pp. 429-433
    • Ernst, M.O.1    Banks, M.S.2
  • 25
    • 27944489902 scopus 로고    scopus 로고
    • Motor primitives in vertebrates and invertebrates
    • Flash, T., and Hochner,B. (2005). Motor primitives in vertebrates and invertebrates. Curr. Opin. Neurobiol. 15, 1-7.
    • (2005) Curr. Opin. Neurobiol. , vol.15 , pp. 1-7
    • Flash, T.1    Hochner, B.2
  • 26
    • 23744474204 scopus 로고    scopus 로고
    • Hand movement observation by individuals born without hands: phantom limb experience constrains visual limb perception
    • Funk, M., Shiffrar, M., and Brugger, P. (2005). Hand movement observation by individuals born without hands: phantom limb experience constrains visual limb perception. Exp. Brain Res. 164, 341-346.
    • (2005) Exp. Brain Res. , vol.164 , pp. 341-346
    • Funk, M.1    Shiffrar, M.2    Brugger, P.3
  • 27
    • 17744380235 scopus 로고    scopus 로고
    • The brain's concepts: the role of the sensory-motor system in conceptual knowledge
    • Gallese, V., and Lakoff, G. (2005). The brain's concepts: the role of the sensory-motor system in conceptual knowledge. Cogn. Neuropsychol. 22, 455-479.
    • (2005) Cogn. Neuropsychol. , vol.22 , pp. 455-479
    • Gallese, V.1    Lakoff, G.2
  • 28
    • 84870927559 scopus 로고
    • The Ecological Approach to Visual Perception New Jersey: Lawrence Erlbaum Associates
    • Gibson, J. J. (1979). The Ecological Approach to Visual Perception. New Jersey: Lawrence Erlbaum Associates.
    • (1979)
    • Gibson, J.J.1
  • 29
    • 6344257187 scopus 로고    scopus 로고
    • The emulation theory of representation: motor control, imagery, and perception
    • Grush, R. (2004). The emulation theory of representation: motor control, imagery, and perception. Behav. Brain Sci. 27, 377-442.
    • (2004) Behav. Brain Sci. , vol.27 , pp. 377-442
    • Grush, R.1
  • 30
    • 33745791026 scopus 로고    scopus 로고
    • Disorders of body scheme
    • eds H.-J. Freund, M. Jeannerod, M. Hallett, and R. Leiguarda (Oxford: University Press)
    • Haggard, P., and Wolpert, D. M. (2005). "Disorders of body scheme," in Higher-Order Motor Disorders, eds H.-J. Freund, M. Jeannerod, M. Hallett, and R. Leiguarda (Oxford: University Press), 261-271.
    • (2005) Higher-Order Motor Disorders , pp. 261-271
    • Haggard, P.1    Wolpert, D.M.2
  • 31
    • 74049150714 scopus 로고    scopus 로고
    • The SURE_REACH model for motor learning and control of a redundant arm: from modeling human behavior to applications in robotics, From Motor Learning to Interaction Learning in Robots, eds O. Sigaud and J. Peters (Berlin: Springer)
    • Herbort, O., Butz, M. V., and Pedersen, G. (2010). "The SURE_REACH model for motor learning and control of a redundant arm: from modeling human behavior to applications in robotics," in From Motor Learning to Interaction Learning in Robots, eds O. Sigaud and J. Peters (Berlin: Springer), 85-106.
    • (2010) , pp. 85-106
    • Herbort, O.1    Butz, M.V.2    Pedersen, G.3
  • 32
    • 0036605946 scopus 로고    scopus 로고
    • Conscious thought as simulation of behaviour and perception
    • (Regul. Ed.)
    • Hesslow, G. (2002). Conscious thought as simulation of behaviour and perception. Trends Cogn. Sci. (Regul. Ed.) 6, 242-247.
    • (2002) Trends Cogn. Sci. , vol.6 , pp. 242-247
    • Hesslow, G.1
  • 34
    • 0000346348 scopus 로고
    • A preliminary note on a new optomotor response in crickets: antennal tracking of moving targets
    • Honegger, H. W. (1981). A preliminary note on a new optomotor response in crickets: antennal tracking of moving targets. J. Comp. Physiol. A Neuroethol. Sens. Neural Behav. Physiol. 142, 419-421.
    • (1981) J. Comp. Physiol. A Neuroethol. Sens. Neural Behav. Physiol. , vol.142 , pp. 419-421
    • Honegger, H.W.1
  • 35
    • 54849413697 scopus 로고    scopus 로고
    • Neural correlates of predictive and postdictive switching mechanisms for internal models
    • Imamizu, H., and Kawato, M. (2008). Neural correlates of predictive and postdictive switching mechanisms for internal models. J. Neurosci. 28, 10751-10765.
    • (2008) J. Neurosci. , vol.28 , pp. 10751-10765
    • Imamizu, H.1    Kawato, M.2
  • 36
    • 0032787485 scopus 로고    scopus 로고
    • Internal models for motor control and trajectory planning
    • Kawato, M. M. (1999). Internal models for motor control and trajectory planning. Curr. Opin. Neurobiol. 9, 718-727.
    • (1999) Curr. Opin. Neurobiol. , vol.9 , pp. 718-727
    • Kawato, M.M.1
  • 37
    • 0033549608 scopus 로고    scopus 로고
    • Multimodal efferent and recurrent neuronsinthemediallobesofcockroach mushroom bodies
    • Li, Y., and Strausfeld, N. J. (1999). Multimodal efferent and recurrent neuronsinthemediallobesofcockroach mushroom bodies. J. Comp. Neurol. 409, 647-663.
    • (1999) J. Comp. Neurol. , vol.409 , pp. 647-663
    • Li, Y.1    Strausfeld, N.J.2
  • 39
    • 0002765109 scopus 로고
    • A bottom-up mechanism for behaviour selection in an artificial creature
    • eds J. A. Meyer and S. Wilson (Cambridge, MA: MIT Press)
    • Maes, P. (1991). "A bottom-up mechanism for behaviour selection in an artificial creature," in From Animals to Animats, eds J. A. Meyer and S. Wilson (Cambridge, MA: MIT Press), 238-246.
    • (1991) From Animals to Animats , pp. 238-246
    • Maes, P.1
  • 40
    • 43449116036 scopus 로고    scopus 로고
    • On the other hand: dummy hands and peripersonal space
    • Makin, T. R., Holmes, N. P., and Ehrsson, H. H. (2008). On the other hand: dummy hands and peripersonal space. Behav. Brain Res. 191, 1-10.
    • (2008) Behav. Brain Res. , vol.191 , pp. 1-10
    • Makin, T.R.1    Holmes, N.P.2    Ehrsson, H.H.3
  • 42
    • 0141525437 scopus 로고    scopus 로고
    • Load compensation in targeted limb movements of an insect
    • Matheson, M., and Dürr, V. (2003). Load compensation in targeted limb movements of an insect. J. Exp. Biol. 206, 3175-3186.
    • (2003) J. Exp. Biol. , vol.206 , pp. 3175-3186
    • Matheson, M.1    Dürr, V.2
  • 45
    • 49949109450 scopus 로고    scopus 로고
    • Bootstrapping cognition from behavior - a computerized thought experiment
    • Möller, R., and Schenck, W. (2008). Bootstrapping cognition from behavior - a computerized thought experiment. Cogn. Sci. 32, 504-542.
    • (2008) Cogn. Sci. , vol.32 , pp. 504-542
    • Möller, R.1    Schenck, W.2
  • 47
    • 69249094558 scopus 로고    scopus 로고
    • Maybe they are all circles: clues and cues
    • Muller,C. M. P., Brenner, E., and Smeets, J. B. J. (2009). Maybe they are all circles: clues and cues. J. Vis. 9, 10.1-10.5.
    • (2009) J. Vis. , vol.9
    • Muller, C.M.P.1    Brenner, E.2    Smeets, J.B.J.3
  • 49
    • 39149121807 scopus 로고    scopus 로고
    • Motor control of aimed limb movements in an insect
    • Page, K. L., Zakotnik, J., Dürr, V., and Matheson, T. (2008). Motor control of aimed limb movements in an insect. J. Neurophysiol. 99, 484-499.
    • (2008) J. Neurophysiol. , vol.99 , pp. 484-499
    • Page, K.L.1    Zakotnik, J.2    Dürr, V.3    Matheson, T.4
  • 50
    • 0008375419 scopus 로고    scopus 로고
    • Body schema and body image-a double dissociation in deafferented patients
    • eds G. Gantchev, S. Mori, and J. Massion (Sofia:Academic Publishing House)
    • Paillard, J. (1999). "Body schema and body image - a double dissociation in deafferented patients," in Motor Control: Today and Tomorrow, eds G. Gantchev, S. Mori, and J. Massion (Sofia:Academic Publishing House), 197-214.
    • (1999) Motor Control: Today and Tomorrow , pp. 197-214
    • Paillard, J.1
  • 51
    • 56549130740 scopus 로고    scopus 로고
    • The challenge of anticipation, a unifying framework for the analysis and design of artificial cognitive systems
    • (eds.) (Berlin: Springer)
    • Pezzulo, G., Butz, M. V., Castelfranchi, C., and Falcone, R. (eds.) (2008). "The challenge of anticipation, a unifying framework for the analysis and design of artificial cognitive systems," in Lecture Notes in Computer Science, Vol. 5225 (Berlin: Springer).
    • (2008) Lecture Notes in Computer Science , vol.5225
    • Pezzulo, G.1    Butz, M.V.2    Castelfranchi, C.3    Falcone, R.4
  • 52
    • 0001560142 scopus 로고    scopus 로고
    • Perception and action planning
    • Prinz, W. (1997). Perception and action planning. Eur. J. Cogn. Psychol. 9, 129-154.
    • (1997) Eur. J. Cogn. Psychol. , vol.9 , pp. 129-154
    • Prinz, W.1
  • 53
  • 56
    • 79958268275 scopus 로고    scopus 로고
    • Universally manipulable body models-dual quaternion representations in layered and dynamic MMCs
    • Schilling, M. (2011a). Universally manipulable body models - dual quaternion representations in layered and dynamic MMCs. Auton. Robots 30, 399-425.
    • (2011) Auton. Robots , vol.30 , pp. 399-425
    • Schilling, M.1
  • 57
    • 84865065659 scopus 로고    scopus 로고
    • Learning by seeing - associative learning of visual features through mental simulation of observed action
    • ed. R.Doursat (Paris: MIT Press)
    • Schilling, M. (2011b). "Learning by seeing - associative learning of visual features through mental simulation of observed action," in Proceedings of the ECAL2011,ed.R.Doursat (Paris: MIT Press), 731-738.
    • (2011) Proceedings of the ECAL2011 , pp. 731-738
    • Schilling, M.1
  • 58
    • 43149107648 scopus 로고    scopus 로고
    • The evolution of cognition - from first order to second order embodiment
    • eds I. Wachsmuth and G. Knoblich (Berlin: Springer)
    • Schilling, M., and Cruse, H. (2008). "The evolution of cognition - from first order to second order embodiment," in Modeling Communication with Robots and Virtual Humans, eds I. Wachsmuth and G. Knoblich (Berlin: Springer), 77-108.
    • (2008) Modeling Communication with Robots and Virtual Humans , pp. 77-108
    • Schilling, M.1    Cruse, H.2
  • 63
    • 0000950523 scopus 로고    scopus 로고
    • A holistic model for an internal representation to control the movement of a manipulator with redundant degrees of freedom
    • Steinkühler, U., and Cruse, H. (1998). A holistic model for an internal representation to control the movement of a manipulator with redundant degrees of freedom. Biol. Cybern. 79, 457-466.
    • (1998) Biol. Cybern. , vol.79 , pp. 457-466
    • Steinkühler, U.1    Cruse, H.2
  • 64
    • 0032054536 scopus 로고    scopus 로고
    • Persistence of orientation toward a temporarily invisible landmark in Drosophila melanogaster
    • Strauss, R., and Pichler, J. (1998). Persistence of orientation toward a temporarily invisible landmark in Drosophila melanogaster. J. Comp. Physiol. A 182, 411-423.
    • (1998) J. Comp. Physiol. A , vol.182 , pp. 411-423
    • Strauss, R.1    Pichler, J.2
  • 65
    • 71149099505 scopus 로고    scopus 로고
    • Body schema learning for robotic manipulators from visual self-perception
    • Sturm, J., Plagemann, C., and Burgard,W. (2009). Body schema learning for robotic manipulators from visual self-perception. J. Physiol. 103, 220-231.
    • (2009) J. Physiol. , vol.103 , pp. 220-231
    • Sturm, J.1    Plagemann, C.2    Burgard, W.3
  • 66
    • 0034641916 scopus 로고    scopus 로고
    • Learning of action through adaptive combination of motor primitives
    • Thoroughman, K. A., and Shadmehr, R. (2000). Learning of action through adaptive combination of motor primitives. Nature 407, 742-747.
    • (2000) Nature , vol.407 , pp. 742-747
    • Thoroughman, K.A.1    Shadmehr, R.2
  • 67
    • 33646454112 scopus 로고    scopus 로고
    • A sensori-motor map: modulating lateral interactions for anticipation and planning
    • Toussaint, M. (2006). A sensori-motor map: modulating lateral interactions for anticipation and planning. Neural Comput. 18, 1132-1155.
    • (2006) Neural Comput , vol.18 , pp. 1132-1155
    • Toussaint, M.1
  • 68
    • 0037076216 scopus 로고    scopus 로고
    • When feeling is more important than seeing in sensorimotor adaptation
    • van Beers, R., Wolpert, D., and Haggard, P. (2002). When feeling is more important than seeing in sensorimotor adaptation. Curr. Biol. 12, 834-837.
    • (2002) Curr. Biol. , vol.12 , pp. 834-837
    • van Beers, R.1    Wolpert, D.2    Haggard, P.3
  • 69
    • 0142136737 scopus 로고    scopus 로고
    • Environmentally mediated synergy between perception and behaviour in mobile robots
    • Verschure, P., Voegtlin, T., and Douglas, R. (2003). Environmentally mediated synergy between perception and behaviour in mobile robots. Nature 425, 620-624.
    • (2003) Nature , vol.425 , pp. 620-624
    • Verschure, P.1    Voegtlin, T.2    Douglas, R.3
  • 70
    • 1942436817 scopus 로고    scopus 로고
    • Neural mechanisms for prediction: do insects have forward models?
    • Webb, B. (2004). Neural mechanisms for prediction: do insects have forward models? Trends Neurosci. 27, 278-282.
    • (2004) Trends Neurosci , vol.27 , pp. 278-282
    • Webb, B.1
  • 71
    • 33750252127 scopus 로고    scopus 로고
    • Multimodal sensory integration in insects - towards insect brain control architectures
    • Wessnitzer, J., and Webb, B. (2006). Multimodal sensory integration in insects - towards insect brain control architectures. Bioinspir. Biomim. 1, 63-75.
    • (2006) Bioinspir. Biomim. , vol.1 , pp. 63-75
    • Wessnitzer, J.1    Webb, B.2
  • 72
    • 0028799979 scopus 로고
    • An internal model for sensorimotor integration
    • Wolpert, D., Ghahramani, Z., and Jordan, M. (1995). An internal model for sensorimotor integration. Science 269, 1880-1882.
    • (1995) Science , vol.269 , pp. 1880-1882
    • Wolpert, D.1    Ghahramani, Z.2    Jordan, M.3
  • 74
    • 0033667260 scopus 로고    scopus 로고
    • Computational principles of movement neuroscience
    • Wolpert, D. M., and Ghahramani, Z. (2000). Computational principles of movement neuroscience. Nat. Neurosci. 3, 1212-1217.
    • (2000) Nat. Neurosci. , vol.3 , pp. 1212-1217
    • Wolpert, D.M.1    Ghahramani, Z.2
  • 75
    • 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 Netw. 11, 1317-1329.
    • (1998) Neural Netw , vol.11 , pp. 1317-1329
    • Wolpert, D.M.1    Kawato, M.2


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