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Volumn 1, Issue , 2008, Pages 334-341

A few good agents: Multi-agent social learning

Author keywords

Adaptation; Coordination; Price of anarchy; Price of monarchy; Social learning

Indexed keywords

ALGORITHMS; AUTONOMOUS AGENTS; MULTI AGENT SYSTEMS; OPTIMIZATION;

EID: 84899896389     PISSN: 15488403     EISSN: 15582914     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (23)

References (23)
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    • M. H. Bowling and M. M. Veloso. Multiagent learning using a variable learning rate. Artificial Intelligence, 136(2):215-250, 2002.
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    • On the price of anarchy and stability of correlated equilibria of linear congestion games
    • G. Christodoulou and E. Koutsoupias. On the price of anarchy and stability of correlated equilibria of linear congestion games. In ESA2005, pages 59-70, 2005.
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    • Christodoulou, G.1    Koutsoupias, E.2
  • 8
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    • The dynamics of reinforcement learning in cooperative multiagent systems
    • C. Claus and C. Boutilier. The dynamics of reinforcement learning in cooperative multiagent systems. In AAAI/IAAI, pages 746-752, 1998.
    • (1998) AAAI/IAAI , pp. 746-752
    • Claus, C.1    Boutilier, C.2
  • 9
    • 1942421183 scopus 로고    scopus 로고
    • Awesome: A general multiagent learning algorithm that converges in self-play and learns a best response against stationary opponents
    • V. Conitzer and T. Sandholm. Awesome: A general multiagent learning algorithm that converges in self-play and learns a best response against stationary opponents. In ICML, 2003.
    • (2003) ICML
    • Conitzer, V.1    Sandholm, T.2
  • 14
    • 4644369748 scopus 로고    scopus 로고
    • Nash q-learning for general-sum stochastic games
    • J. Hu and M. P. Wellman. Nash q-learning for general-sum stochastic games. J. Mach. Learn. Res., 4:1039-1069, 2003.
    • (2003) J. Mach. Learn. Res. , vol.4 , pp. 1039-1069
    • Hu, J.1    Wellman, M.P.2
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    • Social optimality and cooperation in nonatomic congestion games
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    • I. Milchtaich. Social optimality and cooperation in nonatomic congestion games. Journal of Economic Theory, 114:56-87, January 2004.
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    • A class of games possessing pure-strategy nash equilibria
    • R. W. Rosenthal. A class of games possessing pure-strategy nash equilibria. International Journal of Game Theory, 2(1):65-67, 1973.
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    • Selfish routing and the price of anarchy (survey)
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    • Homo egualis reinforcement learning agents for load balancing
    • K. Verbeeck, J. Parent, and A. Nowe. Homo egualis reinforcement learning agents for load balancing. Lecture Notes in Computer Science, 2564:81-91, 2003.
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    • Verbeeck, K.1    Parent, J.2    Nowe, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.