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Volumn , Issue , 2012, Pages 1787-1792

Toward fast policy search for learning legged locomotion

Author keywords

[No Author keywords available]

Indexed keywords

FEEDBACK CONTROLLER; FORWARD MODELS; HIGH-DIMENSIONAL; HUMANOID ROBOT; LEARNING CONTROLLERS; LEGGED LOCOMOTION; MECHANICAL DESIGN; POLICY SEARCH; REAL WORLD DATA;

EID: 84872355784     PISSN: 21530858     EISSN: 21530866     Source Type: Conference Proceeding    
DOI: 10.1109/IROS.2012.6385955     Document Type: Conference Paper
Times cited : (37)

References (28)
  • 1
    • 0034859944 scopus 로고    scopus 로고
    • Autonomous helicopter control using reinforcement learning policy search methods
    • J. A. Bagnell and J. G. Schneider. Autonomous Helicopter Control using Reinforcement Learning Policy Search Methods. In ICRA, 2001.
    • (2001) ICRA
    • Bagnell, J.A.1    Schneider, J.G.2
  • 3
    • 51649115397 scopus 로고    scopus 로고
    • Approximate optimal control of the compass gait on rough terrain
    • K. Byl and R. Tedrake. Approximate Optimal Control of the Compass Gait on Rough Terrain. In ICRA, 2008.
    • (2008) ICRA
    • Byl, K.1    Tedrake, R.2
  • 4
    • 80053441894 scopus 로고    scopus 로고
    • PILCO: A model-based and data-efficient approach to policy search
    • M. P. Deisenroth and C. E. Rasmussen. PILCO: A Model-Based and Data-Efficient Approach to Policy Search. In ICML, 2011.
    • (2011) ICML
    • Deisenroth, M.P.1    Rasmussen, C.E.2
  • 5
    • 84862994574 scopus 로고    scopus 로고
    • Learning to control a low-cost manipulator using data-efficient reinforcement learning
    • M. P. Deisenroth, C. E. Rasmussen, and D. Fox. Learning to Control a Low-Cost Manipulator using Data-Efficient Reinforcement Learning. In RSS, 2011.
    • (2011) RSS
    • Deisenroth, M.P.1    Rasmussen, C.E.2    Fox, D.3
  • 6
    • 53849086824 scopus 로고    scopus 로고
    • Sure independence screening for ultrahigh dimensional feature space
    • J. Fan and J. Lv. Sure Independence Screening for Ultrahigh Dimensional Feature Space. J. of the Roy. Stat. Soc., 70(5):849-911, 2008.
    • (2008) J. of the Roy. Stat. Soc. , vol.70 , Issue.5 , pp. 849-911
    • Fan, J.1    Lv, J.2
  • 7
    • 77953234105 scopus 로고    scopus 로고
    • A muscle-reflex model that encodes principles of legged mechanics produces human walking dynamics and muscle activities
    • H. Geyer and H. M. Herr. A Muscle-Reflex Model that Encodes Principles of Legged Mechanics Produces Human Walking Dynamics and Muscle Activities. IEEE Trans. on Neur. Systm and Rehab. Eng., 18(3):263-273, 2010.
    • (2010) IEEE Trans. on Neur. Systm and Rehab. Eng. , vol.18 , Issue.3 , pp. 263-273
    • Geyer, H.1    Herr, H.M.2
  • 8
    • 79952954196 scopus 로고    scopus 로고
    • A study on control mechanism of above knee robotic prosthesis based on CPG model
    • X. Guo, L. Chen, Y. Zhang, P. Yang, and L. Zhang. A Study on Control Mechanism of above Knee Robotic Prosthesis based on CPG Model. In RoBio, pp. 283-287, 2010.
    • (2010) RoBio , pp. 283-287
    • Guo, X.1    Chen, L.2    Zhang, Y.3    Yang, P.4    Zhang, L.5
  • 9
    • 77952089901 scopus 로고    scopus 로고
    • Minimalistic control of biped walking in rough terrain
    • F. Iida and R. Tedrake. Minimalistic Control of Biped walking in Rough Terrain. Aut. Rob., 28(3):355-368, 2010.
    • (2010) Aut. Rob. , vol.28 , Issue.3 , pp. 355-368
    • Iida, F.1    Tedrake, R.2
  • 10
    • 0035559619 scopus 로고    scopus 로고
    • The 3D linear inverted pendulum mode: A simple modeling for a biped walking pattern generation
    • S. Kajita, F. Kanehiro, K. Kaneko, K. Yokoi, and H. Hirukawa. The 3D Linear Inverted Pendulum Mode: A Simple Modeling for a Biped Walking Pattern Generation. In IROS, 2001.
    • (2001) IROS
    • Kajita, S.1    Kanehiro, F.2    Kaneko, K.3    Yokoi, K.4    Hirukawa, H.5
  • 11
    • 69549111759 scopus 로고    scopus 로고
    • GP-bayesfilters: Bayesian filtering using Gaussian process prediction and observation models
    • J. Ko and D. Fox. GP-BayesFilters: Bayesian Filtering using Gaussian Process Prediction and Observation Models. In IROS, 2008.
    • (2008) IROS
    • Ko, J.1    Fox, D.2
  • 13
    • 0025416905 scopus 로고
    • Passive dynamic walking
    • T. McGeer. Passive Dynamic Walking. IJRR, 9(2):62-82, 1990.
    • (1990) IJRR , vol.9 , Issue.2 , pp. 62-82
    • McGeer, T.1
  • 15
    • 0347409473 scopus 로고    scopus 로고
    • Minimax differential dynamic programming: Application to a biped walking robot
    • J. Morimoto, G. Zeglin, and C. G. Atkeson. Minimax Differential Dynamic Programming: Application to a Biped Walking Robot. In IROS, 2003.
    • (2003) IROS
    • Morimoto, J.1    Zeglin, G.2    Atkeson, C.G.3
  • 16
    • 34250635407 scopus 로고    scopus 로고
    • Policy gradient methods for robotics
    • J. Peters and S. Schaal. Policy Gradient Methods for Robotics. In IROS, 2006.
    • (2006) IROS
    • Peters, J.1    Schaal, S.2
  • 17
    • 84859887121 scopus 로고    scopus 로고
    • Leg-adjustment strategies for stable running in three dimensions
    • F. Peuker, C. Maufroy, and A. Seyfarth. Leg-Adjustment Strategies for Stable Running in Three Dimensions. Bioinspiration & Biomimetics, 7(3), 2012.
    • (2012) Bioinspiration & Biomimetics , vol.7 , Issue.3
    • Peuker, F.1    Maufroy, C.2    Seyfarth, A.3
  • 18
    • 0031626097 scopus 로고    scopus 로고
    • Intuitive control of a planar bipedal walking robot
    • J. E. Pratt and G. A. Pratt. Intuitive Control of a Planar Bipedal Walking Robot. In ICRA, 1998.
    • (1998) ICRA
    • Pratt, J.E.1    Pratt, G.A.2
  • 20
  • 21
    • 0035129630 scopus 로고    scopus 로고
    • Muscle synergies encoded within the spinal cord: Evidence from focal intraspinal NMDA iontophoresis in the frog
    • P. Saltiel, K. Wyler-Duda, A. D'Avella, M. C. Tresch, and E. Bizzi. Muscle Synergies Encoded Within the Spinal Cord: Evidence From Focal Intraspinal NMDA Iontophoresis in the Frog. J. of Neurophys., 85(2):605-619, 2001.
    • (2001) J. of Neurophys. , vol.85 , Issue.2 , pp. 605-619
    • Saltiel, P.1    Wyler-Duda, K.2    D'avella, A.3    Tresch, M.C.4    Bizzi, E.5
  • 22
    • 26444455922 scopus 로고    scopus 로고
    • Reinforcement learning for biped locomotion
    • M. Sato, Y. Nakamura, and S. Ishii. Reinforcement Learning for Biped Locomotion. In ICANN, 2002.
    • (2002) ICANN
    • Sato, M.1    Nakamura, Y.2    Ishii, S.3
  • 23
    • 84872294643 scopus 로고    scopus 로고
    • chapter Exploring Toe Walking in a Bipedal Robot. Springer-Verlag
    • J. A. Smith and A. Seyfarth. Autonome Mobile Systeme, chapter Exploring Toe Walking in a Bipedal Robot. Springer-Verlag, 2007.
    • (2007) Autonome Mobile Systeme
    • Smith, J.A.1    Seyfarth, A.2
  • 24
    • 14044262287 scopus 로고    scopus 로고
    • Stochastic policy gradient reinforcement learning on a simple 3D biped
    • R. Tedrake, T. Zhang, and H. Seung. Stochastic Policy Gradient Reinforcement Learning on a Simple 3D Biped. In IROS, 2004.
    • (2004) IROS
    • Tedrake, R.1    Zhang, T.2    Seung, H.3
  • 25
    • 85104874228 scopus 로고    scopus 로고
    • Zero-moment point-thirty five years of its life
    • M. Vukobratovic and B. Borovac. Zero-Moment Point-Thirty Five Years of its Life. IJHR, 1(1):157-173, 2004.
    • (2004) IJHR , vol.1 , Issue.1 , pp. 157-173
    • Vukobratovic, M.1    Borovac, B.2
  • 28
    • 0036890039 scopus 로고    scopus 로고
    • Biomechanics and muscle coordination of human walking: Part I: Introduction to concepts, power transfer, dynamics and simulations
    • F. E. Zajac, R. R. Neptune, and S. A. Kautz. Biomechanics andMuscle Coordination of Human Walking: Part I: Introduction to Concepts, Power Transfer, Dynamics and Simulations. Gait & Posture, 16(3):215-232, 2002.
    • (2002) Gait & Posture , vol.16 , Issue.3 , pp. 215-232
    • Zajac, F.E.1    Neptune, R.R.2    Kautz, S.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.