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Volumn 4701 LNAI, Issue , 2007, Pages 699-707

Transfer learning in reinforcement learning problems through partial policy recycling

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; KNOWLEDGE ACQUISITION; PROBLEM SOLVING; REGRESSION ANALYSIS; SUPERVISED LEARNING; TREES (MATHEMATICS);

EID: 38049100972     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74958-5_70     Document Type: Conference Paper
Times cited : (57)

References (14)
  • 4
    • 79952415359 scopus 로고    scopus 로고
    • Utile distinctions for relational reinforcement learning
    • Dabney, W., McGovern, A.: Utile distinctions for relational reinforcement learning. In: Proc. of IJCAP07, pp. 738-743 (2007)
    • (2007) Proc. of IJCAP07 , pp. 738-743
    • Dabney, W.1    McGovern, A.2
  • 5
    • 84948172455 scopus 로고    scopus 로고
    • Driessens, K., Ramon, J., Blockeel, H.: Speeding up relational reinforcement learning through the use of an incremental first order decision tree learner. In: Flach, P.A., De Raedt, L. (eds.) ECML 2001. LNCS (LNAI), 2167, pp. 97-108. Springer, Heidelberg (2001)
    • Driessens, K., Ramon, J., Blockeel, H.: Speeding up relational reinforcement learning through the use of an incremental first order decision tree learner. In: Flach, P.A., De Raedt, L. (eds.) ECML 2001. LNCS (LNAI), vol. 2167, pp. 97-108. Springer, Heidelberg (2001)
  • 8
    • 21344445698 scopus 로고    scopus 로고
    • General game playing: Overview of the AAAI competition
    • Genesereth, M., Love, N.: General game playing: Overview of the AAAI competition. AI Magazine 26(2), 62-72 (2005)
    • (2005) AI Magazine , vol.26 , Issue.2 , pp. 62-72
    • Genesereth, M.1    Love, N.2
  • 9
    • 3843062299 scopus 로고    scopus 로고
    • Transfer of Experience Between Reinforcement Learning Environments with Progressive Difficulty
    • Madden, M., Howley, T.: Transfer of Experience Between Reinforcement Learning Environments with Progressive Difficulty. AI Rev. 21(3-4), 375-398 (2004)
    • (2004) AI Rev , vol.21 , Issue.3-4 , pp. 375-398
    • Madden, M.1    Howley, T.2
  • 10
    • 0342420590 scopus 로고    scopus 로고
    • Blocks world revisited
    • Slaney, J., Thiébaux, S.: Blocks world revisited. AI Jour. 125(1-2), 119-153 (2001)
    • (2001) AI Jour , vol.125 , Issue.1-2 , pp. 119-153
    • Slaney, J.1    Thiébaux, S.2
  • 11
    • 34848896604 scopus 로고    scopus 로고
    • Transfer via inter-task mappings in policy search reinforcement learning
    • Taylor, M., Whiteson, S., Stone, P.: Transfer via inter-task mappings in policy search reinforcement learning. In: AAMAS'07 (2007)
    • (2007) AAMAS'07
    • Taylor, M.1    Whiteson, S.2    Stone, P.3
  • 12
    • 33750335095 scopus 로고    scopus 로고
    • Torrey, L., Shavlik, J., Walker, T., Maclin, R.: Skill acquisition via transfer learning and advice taking. In: Fürnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) ECML 2006. LNCS (LNAI), 4212, pp. 425-436. Springer, Heidelberg (2006)
    • Torrey, L., Shavlik, J., Walker, T., Maclin, R.: Skill acquisition via transfer learning and advice taking. In: Fürnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) ECML 2006. LNCS (LNAI), vol. 4212, pp. 425-436. Springer, Heidelberg (2006)
  • 13
    • 0031246271 scopus 로고    scopus 로고
    • Decision tree induction based on efficient tree restructuring
    • Utgoff, P.: Decision tree induction based on efficient tree restructuring. Machine Learning 29(1), 5-44 (1997)
    • (1997) Machine Learning , vol.29 , Issue.1 , pp. 5-44
    • Utgoff, P.1
  • 14
    • 0030126609 scopus 로고    scopus 로고
    • Learning in the presence of concept drift and hidden contexts
    • Widmer, G., Kubat, M.: Learning in the presence of concept drift and hidden contexts. Machine Learning 23(2), 69-101 (1996)
    • (1996) Machine Learning , vol.23 , Issue.2 , pp. 69-101
    • Widmer, G.1    Kubat, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.