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Volumn , Issue , 2010, Pages 24-29

Transfer learning for reinforcement learning on a physical robot

Author keywords

Artificial Intelligence; Reinforcement Learning; Robotics; Transfer Learning

Indexed keywords

ASYMPTOTIC PERFORMANCE; DEVELOPMENT AND TESTING; PHYSICAL ROBOTS; REAL ROBOT; ROBOT BEHAVIOR; SAMPLE COMPLEXITY; SPEED UP; TRANSFER LEARNING;

EID: 84881589485     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (70)

References (20)
  • 1
    • 31844444663 scopus 로고    scopus 로고
    • Exploration and apprenticeship learning in reinforcement learning
    • ACM
    • P. Abbeel and A. Y. Ng. Exploration and apprenticeship learning in reinforcement learning. In ICML '05, pages 1-8. ACM, 2005.
    • (2005) ICML ' 05 , pp. 1-8
    • Abbeel, P.1    Ng, A.Y.2
  • 3
    • 0034859944 scopus 로고    scopus 로고
    • Autonomous helicopter control using reinforcement learning policy search methods
    • IEEE Press
    • J. A. Bagnell and J. Schneider. Autonomous helicopter control using reinforcement learning policy search methods. In ICRA '01, pages 1615-1620. IEEE Press, 2001.
    • (2001) ICRA ' 01 , pp. 1615-1620
    • Bagnell, J.A.1    Schneider, J.2
  • 4
    • 56449129785 scopus 로고    scopus 로고
    • Learning for control from multiple demonstrations
    • ACM
    • A. Coates, P. Abbeel, and A. Y. Ng. Learning for control from multiple demonstrations. In ICML '08, pages 144-151. ACM, 2008.
    • (2008) ICML ' 08 , pp. 144-151
    • Coates, A.1    Abbeel, P.2    Ng, A.Y.3
  • 7
    • 77955817264 scopus 로고    scopus 로고
    • Generalized model learning for reinforcement learning on a humanoid robot
    • T. Hester, M. Quinlan, and P. Stone. Generalized model learning for reinforcement learning on a humanoid robot. In ICRA '10, 2010.
    • (2010) ICRA '10
    • Hester, T.1    Quinlan, M.2    Stone, P.3
  • 8
    • 3042534761 scopus 로고    scopus 로고
    • Policy gradient reinforcement learning for fast quadrupedal locomotion
    • May
    • N. Kohl and P. Stone. Policy gradient reinforcement learning for fast quadrupedal locomotion. In ICRA '04, May 2004.
    • (2004) ICRA '04
    • Kohl, N.1    Stone, P.2
  • 11
    • 0003636089 scopus 로고
    • On-line Q-learning using connectionist systems
    • Cambridge University Engineering Dept.
    • G. A. Rummery and M. Niranjan. On-line Q-learning using connectionist systems. Technical Report CUEF/F-INFENG/TR 166, Cambridge University Engineering Dept., 1994.
    • (1994) Technical Report CUEF/F-INFENG/TR 166
    • Rummery, G.A.1    Niranjan, M.2
  • 12
    • 0344752303 scopus 로고
    • Training and tracking in robotics
    • O. G. Selfridge, R. S. Sutton, and A. G. Barto. Training and tracking in robotics. In IJCAI, pages 670-672, 1985.
    • (1985) IJCAI , pp. 670-672
    • Selfridge, O.G.1    Sutton, R.S.2    Barto, A.G.3
  • 13
    • 0001027894 scopus 로고
    • Transfer of learning by composing solutions of elemental sequential tasks
    • S. P. Singh. Transfer of learning by composing solutions of elemental sequential tasks. Machine Learning, 8:323-339, 1992.
    • (1992) Machine Learning , vol.8 , pp. 323-339
    • Singh, S.P.1
  • 14
    • 0000723997 scopus 로고    scopus 로고
    • Generalization in reinforcement learning: Successful examples using sparse coarse coding
    • R. S. Sutton. Generalization in reinforcement learning: Successful examples using sparse coarse coding. In NIPS '96, 1996.
    • (1996) NIPS '96
    • Sutton, R.S.1
  • 16
    • 84880892531 scopus 로고    scopus 로고
    • An experts algorithm for transfer learning
    • E. Talvitie and S. Singh. An experts algorithm for transfer learning. In IJCAI, pages 1065-1070, 2007.
    • (2007) IJCAI , pp. 1065-1070
    • Talvitie, E.1    Singh, S.2
  • 17
    • 56049086452 scopus 로고    scopus 로고
    • Transferring instances for model-based reinforcement learning
    • September
    • M. E. Taylor, N. K. Jong, and P. Stone. Transferring instances for model-based reinforcement learning. In ECML PKDD, pages 488-505, September 2008.
    • (2008) ECML PKDD , pp. 488-505
    • Taylor, M.E.1    Jong, N.K.2    Stone, P.3
  • 18
    • 68949157375 scopus 로고    scopus 로고
    • Transfer learning for reinforcement learning domains: A survey
    • M. E. Taylor and P. Stone. Transfer learning for reinforcement learning domains: A survey. JMLR, 10(1):1633-1685, 2009.
    • (2009) JMLR , vol.10 , Issue.1 , pp. 1633-1685
    • Taylor, M.E.1    Stone, P.2
  • 19
    • 34848816477 scopus 로고    scopus 로고
    • Transfer learning via inter-task mappings for temporal difference learning
    • M. E. Taylor, P. Stone, and Y. Liu. Transfer learning via inter-task mappings for temporal difference learning. JMLR, 8(1):2125-2167, 2007.
    • (2007) JMLR , vol.8 , Issue.1 , pp. 2125-2167
    • Taylor, M.E.1    Stone, P.2    Liu, Y.3
  • 20
    • 57749085102 scopus 로고    scopus 로고
    • Relational macros for transfer in reinforcement learning
    • L. Torrey, J. W. Shavlik, T. Walker, and R. Maclin. Relational macros for transfer in reinforcement learning. In ILP '07, 2007.
    • (2007) ILP '07
    • Torrey, L.1    Shavlik, J.W.2    Walker, T.3    Maclin, R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.