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Volumn 5601 LNCS, Issue PART 1, 2009, Pages 305-314

The kNN-TD reinforcement learning algorithm

Author keywords

[No Author keywords available]

Indexed keywords

COLLECTIVE ACTION; CONTINUOUS STATE SPACE; K-NEAREST NEIGHBORS; LEARNING PROCESS; STATE-OF-THE-ART PERFORMANCE; TEMPORAL DIFFERENCES;

EID: 70350701868     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02264-7_32     Document Type: Conference Paper
Times cited : (22)

References (11)
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    • 84880694195 scopus 로고
    • Stable function approximation in dynamic programming
    • Gordon, G.J.: Stable function approximation in dynamic programming. In: ICML, pp. 261-268 (1995)
    • (1995) ICML , pp. 261-268
    • Gordon, G.J.1
  • 7
  • 8
    • 0342292107 scopus 로고    scopus 로고
    • Master's thesis, Intelligent Autonomous Systems Group, Dep. of Computer Science, University of Amsterdam July
    • Bosman, S.: Locally weighted approximations: yet another type of neural network. Master's thesis, Intelligent Autonomous Systems Group, Dep. of Computer Science, University of Amsterdam (July 1996)
    • (1996) Locally weighted approximations: Yet another type of neural network
    • Bosman, S.1
  • 9
    • 38449095809 scopus 로고    scopus 로고
    • A k-NN based perception scheme for reinforcement learning
    • Moreno D́iaz, R, Pichler, F, Quesada Arencibia, A, eds, EUROCAST 2007, Springer, Heidelberg
    • Martin, H., Antonio, J., de Lope, J.: A k-NN based perception scheme for reinforcement learning. In: Moreno D́iaz, R., Pichler, F., Quesada Arencibia, A. (eds.) EUROCAST 2007. LNCS, vol. 4739, pp. 138-145. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4739 , pp. 138-145
    • Martin, H.1    Antonio, J.2    de Lope, J.3
  • 10
    • 0029753630 scopus 로고    scopus 로고
    • Reinforcement learning with replacing eligibility traces
    • Singh, S.P., Sutton, R.S.: Reinforcement learning with replacing eligibility traces. Machine Learning 22(1-3), 123-158 (1996)
    • (1996) Machine Learning , vol.22 , Issue.1-3 , pp. 123-158
    • Singh, S.P.1    Sutton, R.S.2
  • 11
    • 0031644241 scopus 로고    scopus 로고
    • Approximate nearest neighbors: Towards removing the curse of dimensionality
    • Indyk, P., Motwani, R.: Approximate nearest neighbors: Towards removing the curse of dimensionality. In: STOC, pp. 604-613 (1998)
    • (1998) STOC , pp. 604-613
    • Indyk, P.1    Motwani, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.