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» Games with Congestion-Averse Utilities
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ICML
2008
IEEE
16 years 19 days ago
Strategy evaluation in extensive games with importance sampling
Typically agent evaluation is done through Monte Carlo estimation. However, stochastic agent decisions and stochastic outcomes can make this approach inefficient, requiring many s...
Michael H. Bowling, Michael Johanson, Neil Burch, ...
CDC
2008
IEEE
111views Control Systems» more  CDC 2008»
15 years 6 months ago
Computing correlated equilibria of polynomial games via adaptive discretization
— We construct a family of iterative discretization algorithms for computing sequences of finitely-supported correlated equilibria of n-player games with polynomial utility func...
Noah D. Stein, Asuman E. Ozdaglar, Pablo A. Parril...
ATAL
2007
Springer
15 years 6 months ago
Theoretical advantages of lenient Q-learners: an evolutionary game theoretic perspective
This paper presents the dynamics of multiple reinforcement learning agents from an Evolutionary Game Theoretic (EGT) perspective. We provide a Replicator Dynamics model for tradit...
Liviu Panait, Karl Tuyls
ICMCS
2006
IEEE
128views Multimedia» more  ICMCS 2006»
15 years 5 months ago
Game-Theoretic Paradigm for Resource Management in Spectrum Agile Wireless Networks
We propose a new way of architecting the wireless multimedia communications systems by jointly optimizing the protocol stack at each station and the resource exchanges among stati...
Fangwen Fu, Ahmad Reza Fattahi, Mihaela van der Sc...
CDC
2009
IEEE
168views Control Systems» more  CDC 2009»
15 years 4 months ago
Distributed coverage games for mobile visual sensors (II) : Reaching the set of global optima
— We formulate a coverage optimization problem for mobile visual sensor networks as a repeated multi-player game. Each visual sensor tries to optimize its own coverage while mini...
Minghui Zhu, Sonia Martínez