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Volumn 3, Issue , 2008, Pages 1301-1304

Transfer of task representation in Reinforcement Learning using policy-based proto-value functions

Author keywords

Proto value functions; Reinforcement Learning; Transfer Learning

Indexed keywords

AUTONOMOUS AGENTS; MULTI AGENT SYSTEMS; RANDOM PROCESSES;

EID: 84899902330     PISSN: 15488403     EISSN: 15582914     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (15)

References (11)
  • 3
    • 58349096666 scopus 로고    scopus 로고
    • Proto-transfer learning in markov decision processes using spectral methods
    • K. Ferguson and S. Mahadevan. Proto-transfer learning in markov decision processes using spectral methods. In ICML Workshop on Transfer Learning, 2006.
    • (2006) ICML Workshop on Transfer Learning
    • Ferguson, K.1    Mahadevan, S.2
  • 4
    • 84880873347 scopus 로고    scopus 로고
    • Building portable options; Skill transfer in reinforcement learning
    • G. Konidaris and A. G. Barto. Building portable options; Skill transfer in reinforcement learning. In IJCAI, pages 895-900, 2007.
    • (2007) IJCAI , pp. 895-900
    • Konidaris, G.1    Barto, A.G.2
  • 5
    • 4644323293 scopus 로고    scopus 로고
    • Least-squares policy iteration
    • M. G. Lagoudakis and R. Parr. Least-squares policy iteration. JMLR, 4; 1107-1149, 2003.
    • (2003) JMLR , vol.4 , pp. 1107-1149
    • Lagoudakis, M.G.1    Parr, R.2
  • 6
    • 35748957806 scopus 로고    scopus 로고
    • Proto-value functions; A laplacian framework for learning representation and control in markov decision processes
    • S. Mahadevan and M. Maggioni. Proto-value functions; A laplacian framework for learning representation and control in markov decision processes. JMLR, 8;2169-2231, 2007.
    • (2007) JMLR , vol.8 , pp. 2169-2231
    • Mahadevan, S.1    Maggioni, M.2
  • 7
    • 34547966587 scopus 로고    scopus 로고
    • Learning state-action basis functions for hierarchical mdps
    • S. Osentoski and S. Mahadevan. Learning state-action basis functions for hierarchical mdps. In ICML '07, pages 705-712, 2007.
    • (2007) ICML ' 07 , pp. 705-712
    • Osentoski, S.1    Mahadevan, S.2
  • 10
    • 29444435242 scopus 로고    scopus 로고
    • Value functions for RL-based behavior transfer; A comparative study
    • July
    • M. E. Taylor, P. Stone, and Y. Liu. Value functions for RL-based behavior transfer; A comparative study. In AAAI, pages 880-885, July 2005.
    • (2005) AAAI , pp. 880-885
    • Taylor, M.E.1    Stone, P.2    Liu, Y.3
  • 11
    • 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;2125-2167, 2007.
    • (2007) JMLR , vol.8 , pp. 2125-2167
    • Taylor, M.E.1    Stone, P.2    Liu, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.