메뉴 건너뛰기




Volumn , Issue , 2008, Pages 367-372

A probabilistic programming by demonstration framework handling constraints in joint space and task space

Author keywords

[No Author keywords available]

Indexed keywords

ESSENTIAL CHARACTERISTIC; GAUSSIAN MIXTURES; GENERIC PROCEDURES; HANDLING CONSTRAINTS; INVERSE KINEMATICS SOLUTIONS; JACOBIANS; JOINT SPACE; LAGRANGE OPTIMIZATION; MANIPULATION TASK; PROBABILISTIC PROGRAMMING; PROBABILISTIC REPRESENTATION; PROGRAMMING BY DEMONSTRATION; TASK CONSTRAINTS; TASK SPACE;

EID: 69549116699     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IROS.2008.4650593     Document Type: Conference Paper
Times cited : (106)

References (25)
  • 1
    • 34047173490 scopus 로고    scopus 로고
    • On learning, representing, and generalizing a task in a humanoid robot
    • DOI 10.1109/TSMCB.2006.886952, Special Issue on Robot Learning by Observation, Demonstration and Imitation
    • S. Calinon, F. Guenter, and A. Billard, "On learning, representing and generalizing a task in a humanoid robot," IEEE Trans. on Systems, Man and Cybernetics, Part B, vol.37, no.2, pp. 286-298, 2007. (Pubitemid 46523219)
    • (2007) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.37 , Issue.2 , pp. 286-298
    • Calinon, S.1    Guenter, F.2    Billard, A.3
  • 2
    • 39049132513 scopus 로고    scopus 로고
    • What is the teacher's role in robot programming by demonstration? - Toward benchmarks for improved learning
    • S. Calinon and A. Billard, "What is the teacher's role in robot programming by demonstration? - Toward benchmarks for improved learning," Interaction Studies, vol.8, no.3, pp. 441-464, 2007.
    • (2007) Interaction Studies , vol.8 , Issue.3 , pp. 441-464
    • Calinon, S.1    Billard, A.2
  • 4
    • 0012798937 scopus 로고    scopus 로고
    • Of hummingbirds and helicopters: An algebraic framework for interdisciplinary studies of imitation and its applications
    • J. Demiris and A. Birk, Eds. World Scientific Press
    • C. Nehaniv and K. Dautenhahn, "Of hummingbirds and helicopters: An algebraic framework for interdisciplinary studies of imitation and its applications," in Interdisciplinary Approaches to Robot Learning, J. Demiris and A. Birk, Eds. World Scientific Press, 2000, vol.24, pp. 136-161.
    • (2000) Interdisciplinary Approaches to Robot Learning , vol.24 , pp. 136-161
    • Nehaniv, C.1    Dautenhahn, K.2
  • 6
    • 34047152757 scopus 로고    scopus 로고
    • Incremental learning of tasks from user demonstrations, past experiences, and vocal comments
    • DOI 10.1109/TSMCB.2006.886951, Special Issue on Robot Learning by Observation, Demonstration and Imitation
    • M. Pardowitz, R. Zoellner, S. Knoop, and R. Dillmann, "Incremental learning of tasks from user demonstrations, past experiences and vocal comments," IEEE Trans. on Systems, Man and Cybernetics, Part B, vol.37, no.2, pp. 322-332, 2007. (Pubitemid 46523222)
    • (2007) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.37 , Issue.2 , pp. 322-332
    • Pardowitz, M.1    Knoop, S.2    Dillmann, R.3    Zollner, R.D.4
  • 7
    • 0027663684 scopus 로고
    • Trajectory generation from noisy positions of object features for teaching robot paths
    • A. Ude, "Trajectory generation from noisy positions of object features for teaching robot paths," Robotics and Autonomous Systems, vol.11, no.2, pp. 113-127, 1993.
    • (1993) Robotics and Autonomous Systems , vol.11 , Issue.2 , pp. 113-127
    • Ude, A.1
  • 8
    • 10044220117 scopus 로고    scopus 로고
    • Acquiring motion elements for bidirectional computation of motion recognition and generation
    • B. Siciliano and P. Dario, Eds. Springer-Verlag
    • T. Inamura, I. Toshima, and Y. Nakamura, "Acquiring motion elements for bidirectional computation of motion recognition and generation," in Experimental Robotics VIII, B. Siciliano and P. Dario, Eds. Springer-Verlag, 2003, vol.5, pp. 372-381.
    • (2003) Experimental Robotics VIII , vol.5 , pp. 372-381
    • Inamura, T.1    Toshima, I.2    Nakamura, Y.3
  • 10
    • 0042525944 scopus 로고    scopus 로고
    • Extraction of essential interactions through multiple observations of human demonstrations
    • K. Ogawara, J. Takamatsu, H. Kimura, and K. Ikeuchi, "Extraction of essential interactions through multiple observations of human demonstrations," IEEE Trans. on Industrial Electronics, vol.50, no.4, pp. 667-675, 2003.
    • (2003) IEEE Trans. on Industrial Electronics , vol.50 , Issue.4 , pp. 667-675
    • Ogawara, K.1    Takamatsu, J.2    Kimura, H.3    Ikeuchi, K.4
  • 11
    • 0001108227 scopus 로고    scopus 로고
    • Constructive Incremental Learning from only Local Information
    • S. Schaal and C. Atkeson, "Constructive incremental learning from only local information," Neural Computation, vol.10, no.8, pp. 2047-2084, 1998. (Pubitemid 128464295)
    • (1998) Neural Computation , vol.10 , Issue.8 , pp. 2047-2084
    • Schaal, S.1    Atkeson, C.G.2
  • 12
    • 27144556425 scopus 로고    scopus 로고
    • Incremental online learning in high dimensions
    • DOI 10.1162/089976605774320557
    • S. Vijayakumar, A. D'souza, and S. Schaal, "Incremental online learning in high dimensions," Neural Computation, vol.17, no.12, pp. 2602-2634, 2005. (Pubitemid 41505186)
    • (2005) Neural Computation , vol.17 , Issue.12 , pp. 2602-2634
    • Vijayakumar, S.1    D'Souza, A.2    Schaal, S.3
  • 14
    • 0001551844 scopus 로고
    • Supervised learning from incomplete data via an EM approach
    • J. D. Cowan, G. Tesauro, and J. Alspector, Eds., Morgan Kaufmann Publishers, Inc.
    • Z. Ghahramani and M. Jordan, "Supervised learning from incomplete data via an EM approach," in Advances in Neural Information Processing Systems, J. D. Cowan, G. Tesauro, and J. Alspector, Eds., vol.6. Morgan Kaufmann Publishers, Inc., 1994, pp. 120-127.
    • (1994) Advances in Neural Information Processing Systems , vol.6 , pp. 120-127
    • Ghahramani, Z.1    Jordan, M.2
  • 16
    • 58249141653 scopus 로고    scopus 로고
    • Robot programming by demonstration
    • B. Siciliano and O. Khatib, Eds. Springer
    • A. Billard, S. Calinon, R. Dillmann, and S. Schaal, "Robot programming by demonstration," in Handbook of Robotics, B. Siciliano and O. Khatib, Eds. Springer, 2008, pp. 1371-1394.
    • (2008) Handbook of Robotics , pp. 1371-1394
    • Billard, A.1    Calinon, S.2    Dillmann, R.3    Schaal, S.4
  • 17
    • 67649594251 scopus 로고    scopus 로고
    • Kinematically redundant manipulators
    • B. Siciliano and O. Khatib, Eds. Springer
    • S. Chiaverini, G. Oriolo, and I. Walker, "Kinematically redundant manipulators," in Handbook of Robotics, B. Siciliano and O. Khatib, Eds. Springer, 2008, pp. 245-268.
    • (2008) Handbook of Robotics , pp. 245-268
    • Chiaverini, S.1    Oriolo, G.2    Walker, I.3
  • 20
    • 0017690495 scopus 로고
    • Automatic supervisory control of the configuration and behavior of multibody mechanisms
    • A. Liegeois, "Automatic supervisory control of the configuration and behavior of multibody mechanisms," IEEE Trans. on Systems, Man, and Cybernetics, vol.7, 1977.
    • (1977) IEEE Trans. on Systems, Man, and Cybernetics , vol.7
    • Liegeois, A.1
  • 21
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • G. Schwarz, "Estimating the dimension of a model," Annals of Statistics, vol.6, pp. 461-464, 1978.
    • (1978) Annals of Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 22
    • 36349020251 scopus 로고    scopus 로고
    • Mimesis scheme using a monocular vision system on a humanoid robot
    • DOI 10.1109/ROBOT.2007.363641, 4209405, 2007 IEEE International Conference on Robotics and Automation, ICRA'07
    • D. Lee and Y. Nakamura, "Mimesis scheme using a monocular vision system on a humanoid robot," in Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), April 2007, pp. 2162-2168. (Pubitemid 350140499)
    • (2007) Proceedings - IEEE International Conference on Robotics and Automation , pp. 2162-2168
    • Lee, D.1    Nakamura, Y.2
  • 23
    • 31844449634 scopus 로고    scopus 로고
    • Recognition and reproduction of gestures using a probabilistic framework combining PCA, ICA and HMM
    • DOI 10.1145/1102351.1102365, ICML 2005 - Proceedings of the 22nd International Conference on Machine Learning
    • S. Calinon and A. Billard, "Recognition and reproduction of gestures using a probabilistic framework combining PCA, ICA and HMM," in Proc. Intl Conf. on Machine Learning (ICML), August 2005, pp. 105-112. (Pubitemid 43183322)
    • (2005) ICML 2005 - Proceedings of the 22nd International Conference on Machine Learning , pp. 105-112
    • Calinon, S.1    Billard, A.2
  • 24
    • 58249138517 scopus 로고    scopus 로고
    • Dynamical system modulation for robot learning via kinesthetic demonstrations
    • in press
    • M. Hersch, F. Guenter, S. Calinon, and A. Billard, "Dynamical system modulation for robot learning via kinesthetic demonstrations," IEEE Trans. on Robotics, 2008, in press.
    • (2008) IEEE Trans. on Robotics
    • Hersch, M.1    Guenter, F.2    Calinon, S.3    Billard, A.4
  • 25
    • 77649248902 scopus 로고    scopus 로고
    • Combining dynamical systems control and programming by demonstration for teaching discrete bimanual coordination tasks to a humanoid robot
    • E. Gribovskaya and A. Billard, "Combining dynamical systems control and programming by demonstration for teaching discrete bimanual coordination tasks to a humanoid robot," in Proc. ACM/IEEE Intl Conf. on Human-Robot Interaction (HRI), 2008.
    • Proc. ACM/IEEE Intl Conf. on Human-Robot Interaction (HRI), 2008
    • Gribovskaya, E.1    Billard, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.