메뉴 건너뛰기




Volumn 4095 LNAI, Issue , 2006, Pages 394-405

Combining self-organizing maps with mixtures of experts: Application to an actor-critic model of reinforcement learning in the basal ganglia

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; KNOWLEDGE ACQUISITION; LEARNING SYSTEMS; MATHEMATICAL MODELS;

EID: 33749675082     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11840541_33     Document Type: Conference Paper
Times cited : (14)

References (21)
  • 1
    • 0034694933 scopus 로고    scopus 로고
    • Lesions of the medial shell of the nucleus accumbens impair rats in finding larger rewards, but spare reward-seeking behavior
    • Albertin, S. V., Mulder, A. B., Tabuchi, E., Zugaro, M. B., Wiener, S. I.: Lesions of the medial shell of the nucleus accumbens impair rats in finding larger rewards, but spare reward-seeking behavior. Behavioral Brain Research. 117(1-2) (2000) 173-83
    • (2000) Behavioral Brain Research , vol.117 , Issue.1-2 , pp. 173-183
    • Albertin, S.V.1    Mulder, A.B.2    Tabuchi, E.3    Zugaro, M.B.4    Wiener, S.I.5
  • 2
    • 0034276719 scopus 로고    scopus 로고
    • Spatial cognition and neuro-mimetic navigation: A model of hippocampal place cell activity
    • Arleo, A., W. Gerstner,W.: Spatial cognition and neuro-mimetic navigation: a model of hippocampal place cell activity. Biological Cybernetics, 83(3) (2000) 287-99
    • (2000) Biological Cybernetics , vol.83 , Issue.3 , pp. 287-299
    • Arleo, A.1    Gerstner, W.2
  • 3
    • 0842276977 scopus 로고    scopus 로고
    • A modular neural-network model of the basal ganglia's role in learning and selecting motor behaviors
    • Baldassarre, G.: A modular neural-network model of the basal ganglia's role in learning and selecting motor behaviors. Journal of Cognitive Systems Research, 3(1) (2002) 5-13
    • (2002) Journal of Cognitive Systems Research , vol.3 , Issue.1 , pp. 5-13
    • Baldassarre, G.1
  • 6
    • 85135470835 scopus 로고
    • A growing neural gas network learns topologies
    • Tesauro, G, Touretzkys, D.S., Leen, K.(eds): MIT Press
    • Fritzke, B.: A growing neural gas network learns topologies. In: Tesauro, G, Touretzkys, D.S., Leen, K.(eds): Advances in Neural Information Processing Systems, MIT Press, (1995) 625-32
    • (1995) Advances in Neural Information Processing Systems , pp. 625-632
    • Fritzke, B.1
  • 8
    • 0035379766 scopus 로고    scopus 로고
    • A computational model of action selection in the basal ganglia. I. A new functional anatomy
    • Gurney, K.,Prescott, T.J., Redgrave, P.: A computational model of action selection in the basal ganglia. I. A new functional anatomy. Biological Cybernetics, 84 (2001) 401-10
    • (2001) Biological Cybernetics , vol.84 , pp. 401-410
    • Gurney, K.1    Prescott, T.J.2    Redgrave, P.3
  • 15
    • 0036789790 scopus 로고    scopus 로고
    • A self-organising network that grows when required
    • Marsland, S., Shapiro, J., Nehmzow, U.-. A self-organising network that grows when required. Neural Networks, 15 (2002) 1041-58
    • (2002) Neural Networks , vol.15 , pp. 1041-1058
    • Marsland, S.1    Shapiro, J.2    Nehmzow, U.3
  • 16
    • 0043224226 scopus 로고    scopus 로고
    • Layered control architectures in robots and vertebrates
    • Prescott, T.J., Redgrave, P., Gurney, K.: Layered control architectures in robots and vertebrates. Adaptive Behavior, 7 (1999) 99-127
    • (1999) Adaptive Behavior , vol.7 , pp. 99-127
    • Prescott, T.J.1    Redgrave, P.2    Gurney, K.3
  • 17
    • 0030896968 scopus 로고    scopus 로고
    • A neural substrate of prediction and reward
    • Schultz, W., Dayan, P., Montague, P. R.: A neural substrate of prediction and reward. Science, 275 (1997) 1593-9
    • (1997) Science , vol.275 , pp. 1593-1599
    • Schultz, W.1    Dayan, P.2    Montague, P.R.3
  • 18
    • 0036790898 scopus 로고    scopus 로고
    • Applications of the self-organizing map to reinforcement learning
    • Smith, A. J.: Applications of the self-organizing map to reinforcement learning. Neural Networks 15(8-9) (2002)1107-24
    • (2002) Neural Networks , vol.15 , Issue.8-9 , pp. 1107-1124
    • Smith, A.J.1
  • 21
    • 0033213813 scopus 로고    scopus 로고
    • Learning to perceive the world as articulated: An approach for hierarchical learning in sensory-motor systems
    • Tani, J., Nolfi, S.: Learning to perceive the world as articulated: an approach for hierarchical learning in sensory-motor systems.Neural Networks12(1999)1131-41
    • (1999) Neural Networks , vol.12 , pp. 1131-1141
    • Tani, J.1    Nolfi, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.