메뉴 건너뛰기




Volumn , Issue , 2009, Pages 401-408

Hoeffding and Bernstein races for selecting policies in evolutionary direct policy search

Author keywords

[No Author keywords available]

Indexed keywords

DIRECT POLICY SEARCH; EVOLUTION STRATEGIES; LEARNING SPEED; PERFORMANCE ESTIMATION; ROLL-OUTS; UNCERTAINTY HANDLING;

EID: 71149099672     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (105)

References (21)
  • 2
    • 56449128627 scopus 로고    scopus 로고
    • Evolution strategies
    • Beyer, H.-G. (2007). Evolution strategies. Scholarpedia, 2, 1965.
    • (2007) Scholarpedia , vol.2 , pp. 1965
    • Beyer, H.-G.1
  • 6
    • 0042879997 scopus 로고    scopus 로고
    • Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES)
    • Hansen, N., Müller, S. D., & Koumoutsakos, P. (2003). Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES). Evolutionary Computation, 11, 1-18.
    • (2003) Evolutionary Computation , vol.11 , pp. 1-18
    • Hansen, N.1    Müller, S.D.2    Koumoutsakos, P.3
  • 7
    • 59749085404 scopus 로고    scopus 로고
    • A method for handling uncertainty in evolutionary optimization with an application to feedback control of combustion
    • Hansen, N., Niederberger, A. S. P., Guzzella, L., & Koumoutsakos, P. (2009). A method for handling uncertainty in evolutionary optimization with an application to feedback control of combustion. IEEE Transactions on Evolutionary Computation, 13, 180-197.
    • (2009) IEEE Transactions on Evolutionary Computation , vol.13 , pp. 180-197
    • Hansen, N.1    Niederberger, A.S.P.2    Guzzella, L.3    Koumoutsakos, P.4
  • 8
    • 58449122813 scopus 로고    scopus 로고
    • Variable metric reinforcement learning methods applied to the noisy mountain car problem
    • Springer-Verlag
    • Heidrich-Meisner, V., & Igel, C. (2008). Variable metric reinforcement learning methods applied to the noisy mountain car problem. European Workshop on Reinforcement Learning (EWRL 2008) (pp. 136-150). Springer-Verlag.
    • (2008) European Workshop on Reinforcement Learning (EWRL 2008) , pp. 136-150
    • Heidrich-Meisner, V.1    Igel, C.2
  • 10
    • 0001923944 scopus 로고
    • Hoeffding races: Accelerating model selection search for classification and function approximation
    • Morgan Kaufmann Publishers
    • Maron, O., & Moore, A. W. (1994). Hoeffding races: Accelerating model selection search for classification and function approximation. Advances in Neural Information Processing Systems (pp. 59-66). Morgan Kaufmann Publishers.
    • (1994) Advances in Neural Information Processing Systems , pp. 59-66
    • Maron, O.1    Moore, A.W.2
  • 11
    • 0031069121 scopus 로고    scopus 로고
    • The racing algorithm: Model selection for lazy learners
    • Maron, O., & Moore, A. W. (1997). The racing algorithm: Model selection for lazy learners. Artificial Intelligence Review, 11, 193-225.
    • (1997) Artificial Intelligence Review , vol.11 , pp. 193-225
    • Maron, O.1    Moore, A.W.2
  • 14
    • 40649106649 scopus 로고    scopus 로고
    • Natural actor-critic
    • Peters, J., & Schaal, S. (2008). Natural actor-critic. Neurocomputing, 71, 1180-1190.
    • (2008) Neurocomputing , vol.71 , pp. 1180-1190
    • Peters, J.1    Schaal, S.2
  • 15
    • 33745783272 scopus 로고    scopus 로고
    • Integrating techniques from statistical ranking into evolutionary algorithms
    • Springer-Verlag
    • Schmidt, C., Branke, J., & Chick, S. (2006). Integrating techniques from statistical ranking into evolutionary algorithms. Applications of Evolutionary Computing (pp. 752-763). Springer-Verlag.
    • (2006) Applications of Evolutionary Computing , pp. 752-763
    • Schmidt, C.1    Branke, J.2    Chick, S.3
  • 17
    • 84878524995 scopus 로고    scopus 로고
    • Averaging efficiently in the presence of noise
    • Springer-Verlag
    • Stagge, P. (1998). Averaging efficiently in the presence of noise. Parallel Problem Solving from Nature (PPSN V) (pp. 188-197). Springer-Verlag.
    • (1998) Parallel Problem Solving from Nature (PPSN V) , pp. 188-197
    • Stagge, P.1
  • 19
    • 62149099100 scopus 로고    scopus 로고
    • Efficient covariance matrix update for variable metric evolution strategies
    • Suttorp, T., Hansen, N., & Igel, C. (2009). Efficient covariance matrix update for variable metric evolution strategies. Machine Learning, 75, 167-197.
    • (2009) Machine Learning , vol.75 , pp. 167-197
    • Suttorp, T.1    Hansen, N.2    Igel, C.3
  • 20
    • 33646714634 scopus 로고    scopus 로고
    • Evolutionary function approximation for reinforcement learning
    • Whiteson, S., & Stone, P. (2006). Evolutionary function approximation for reinforcement learning. Journal of Machine Learning Research, 7, 877-917.
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 877-917
    • Whiteson, S.1    Stone, P.2
  • 21
    • 35048885506 scopus 로고    scopus 로고
    • Statistical racing techniques for improved empirical evaluation of evolutionary algorithms
    • Springer-Verlag
    • Yuan, B., & Gallagher, M. (2004). Statistical racing techniques for improved empirical evaluation of evolutionary algorithms. Parallel Problem Solving from Nature (PPSN VIII) (pp. 172-181). Springer-Verlag.
    • (2004) Parallel Problem Solving from Nature (PPSN VIII) , pp. 172-181
    • Yuan, B.1    Gallagher, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.