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AAAI
2012
6 years 8 months ago
Computing Optimal Strategies to Commit to in Stochastic Games
Significant progress has been made recently in the following two lines of research in the intersection of AI and game theory: (1) the computation of optimal strategies to commit ...
Joshua Letchford, Liam MacDermed, Vincent Conitzer...
SIGECOM
2011
ACM
203views ECommerce» more  SIGECOM 2011»
7 years 9 months ago
Polynomial-time computation of exact correlated equilibrium in compact games
In a landmark paper, Papadimitriou and Roughgarden [2008] described a polynomial-time algorithm (“Ellipsoid Against Hope”) for computing sample correlated equilibria of concis...
Albert Xin Jiang, Kevin Leyton-Brown
ICASSP
2011
IEEE
7 years 10 months ago
Factor graph-based structural equilibria in dynamical games
Correlated equilibria are a generalization of Nash equilibria that permit agents to act in a correlated manner and can therefore, model learning in games. In this paper we define...
Liming Wang, Vikram Krishnamurthy, Dan Schonfeld
CORR
2008
Springer
118views Education» more  CORR 2008»
8 years 6 months ago
Correlated Equilibria in Continuous Games: Characterization and Computation
We present several new characterizations of correlated equilibria in games with continuous utility functions. These have the advantage of being more computationally and analytical...
Noah D. Stein, Pablo A. Parrilo, Asuman E. Ozdagla...
CORR
2010
Springer
91views Education» more  CORR 2010»
8 years 6 months ago
Structure of Extreme Correlated Equilibria
We exhibit the rich structure of the set of correlated equilibria by analyzing the simplest of polynomial games: the mixed extension of matching pennies. We show that while the co...
Noah D. Stein, Asuman E. Ozdaglar, Pablo A. Parril...
AAAI
2010
8 years 8 months ago
Private and Third-Party Randomization in Risk-Sensitive Equilibrium Concepts
We consider risk-sensitive generalizations of Nash and correlated equilibria in noncooperative games. We prove that, except for a class of degenerate games, unless a two-player ga...
Mickey Brautbar, Michael Kearns, Umar Syed
SIGECOM
2003
ACM
134views ECommerce» more  SIGECOM 2003»
8 years 11 months ago
Correlated equilibria in graphical games
We examine correlated equilibria in the recently introduced formalism of graphical games, a succinct representation for multiplayer games. We establish a natural and powerful rela...
Sham Kakade, Michael J. Kearns, John Langford, Lui...
ESA
2005
Springer
77views Algorithms» more  ESA 2005»
8 years 12 months ago
On the Price of Anarchy and Stability of Correlated Equilibria of Linear Congestion Games
We consider the price of stability for Nash and correlated equilibria of linear congestion games. The price of stability is the optimistic price of anarchy, the ratio of the cost ...
George Christodoulou, Elias Koutsoupias
STOC
2009
ACM
145views Algorithms» more  STOC 2009»
9 years 7 months ago
Intrinsic robustness of the price of anarchy
The price of anarchy (POA) is a worst-case measure of the inefficiency of selfish behavior, defined as the ratio of the objective function value of a worst Nash equilibrium of a g...
Tim Roughgarden
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