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» Computing Nash Equilibria of Action-Graph Games
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UAI
2001
13 years 8 months ago
Graphical Models for Game Theory
We introduce a compact graph-theoretic representation for multi-party game theory. Our main result is a provably correct and efficient algorithm for computing approximate Nash equ...
Michael J. Kearns, Michael L. Littman, Satinder P....
SAGT
2010
Springer
175views Game Theory» more  SAGT 2010»
13 years 5 months ago
On Learning Algorithms for Nash Equilibria
Can learning algorithms find a Nash equilibrium? This is a natural question for several reasons. Learning algorithms resemble the behavior of players in many naturally arising gam...
Constantinos Daskalakis, Rafael Frongillo, Christo...
TCS
2008
13 years 7 months ago
The complexity of uniform Nash equilibria and related regular subgraph problems
We investigate the complexity of finding Nash equilibria in which the strategy of each player is uniform on its support set. We show that, even for a restricted class of win-lose ...
Vincenzo Bonifaci, Ugo Di Iorio, Luigi Laura
FSTTCS
2009
Springer
14 years 1 months ago
Nash Equilibrium in Generalised Muller Games
We suggest that extending Muller games with preference ordering for players is a natural way to reason about unbounded duration games. In this context, we look at the standard solu...
Soumya Paul, Sunil Easaw Simon
ATAL
2009
Springer
14 years 1 months ago
Multiagent reinforcement learning: algorithm converging to Nash equilibrium in general-sum discounted stochastic games
This paper introduces a multiagent reinforcement learning algorithm that converges with a given accuracy to stationary Nash equilibria in general-sum discounted stochastic games. ...
Natalia Akchurina