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Convergent Learning Algorithms for Unknown Reward Games

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Publication:2862464
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DOI10.1137/120893501zbMath1280.91007OpenAlexW2168509539MaRDI QIDQ2862464

David S. Leslie, Alex Rogers, Archie C. Chapman, Nicholas R. Jennings

Publication date: 15 November 2013

Published in: SIAM Journal on Control and Optimization (Search for Journal in Brave)

Full work available at URL: https://eprints.soton.ac.uk/353067/1/SICON_089350R.pdf


zbMATH Keywords

reinforcement learningstrong ergodicitypotential gamesdistributed optimization


Mathematics Subject Classification ID

Noncooperative games (91A10) Learning and adaptive systems in artificial intelligence (68T05) Rationality and learning in game theory (91A26) Distributed algorithms (68W15)


Related Items (4)

Evaluation and learning in two-player symmetric games via best and better responses ⋮ Stochastic learning in multi-agent optimization: communication and payoff-based approaches ⋮ A reinforcement learning scheme for the equilibrium of the in-vehicle route choice problem based on congestion game ⋮ Optimal Off-line Experimentation for Games







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