On the verification and computation of strong nash equilibrium

Computing equilibria of games is a central task in computer science. A large number of results are known for Nash equilibrium (NE). However, these can be adopted only when coalitions are not an issue. When instead agents can form coalitions, NE is inadequate and an appropriate solution concept is strong Nash equilibrium (SNE). Few computational results are known about SNE. In this paper, we first study the problem of verifying whether a strategy profile is an SNE, showing that the problem is in P. We then design a spatial branch--and--bound algorithm to find an SNE, and we experimentally evaluate the algorithm.

[1]  Nicola Gatti,et al.  Local search techniques for computing equilibria in two-player general-sum strategic-form games , 2010, AAMAS.

[2]  Yishay Mansour,et al.  Strong equilibrium in cost sharing connection games , 2007, EC '07.

[3]  Kristoffer Arnsfelt Hansen,et al.  Approximability and Parameterized Complexity of Minmax Values , 2008, WINE.

[4]  H. Kuk On equilibrium points in bimatrix games , 1996 .

[5]  Yoav Shoham,et al.  Run the GAMUT: a comprehensive approach to evaluating game-theoretic algorithms , 2004, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004..

[6]  Xiaotie Deng,et al.  Settling the complexity of computing two-player Nash equilibria , 2007, JACM.

[7]  D. Avis,et al.  Enumeration of Nash equilibria for two-player games , 2010 .

[8]  Tuomas Sandholm,et al.  Algorithms for Strong Nash Equilibrium with More than Two Agents , 2013, AAAI.

[9]  Moshe Tennenholtz,et al.  Strong and Correlated Strong Equilibria in Monotone Congestion Games , 2006, WINE.

[10]  Aaas News,et al.  Book Reviews , 1893, Buffalo Medical and Surgical Journal.

[11]  O. Rozenfeld Strong Equilibrium in Congestion Games , 2007 .

[12]  Yoav Shoham,et al.  Simple search methods for finding a Nash equilibrium , 2004, Games Econ. Behav..

[13]  Vincent Conitzer,et al.  New complexity results about Nash equilibria , 2008, Games Econ. Behav..

[14]  Tami Tamir,et al.  Approximate Strong Equilibrium in Job Scheduling Games , 2009, SAGT.

[15]  Yoav Shoham,et al.  Multiagent Systems - Algorithmic, Game-Theoretic, and Logical Foundations , 2009 .

[16]  Vincent Conitzer,et al.  Mixed-Integer Programming Methods for Finding Nash Equilibria , 2005, AAAI.

[17]  Paul W. Goldberg,et al.  The complexity of computing a Nash equilibrium , 2006, STOC '06.

[18]  Jérôme Monnot,et al.  On Strong Equilibria in the Max Cut Game , 2009, WINE.

[19]  K. Schittkowski,et al.  NONLINEAR PROGRAMMING , 2022 .

[20]  Yishay Mansour,et al.  Strong equilibrium in cost sharing connection games , 2007, EC '07.

[21]  Éva Tardos,et al.  The effect of collusion in congestion games , 2006, STOC '06.

[22]  D. S. Arnon,et al.  Algorithms in real algebraic geometry , 1988 .

[23]  R. Aumann Acceptable points in games of perfect information. , 1960 .

[24]  Tuomas Sandholm,et al.  On the complexity of strong Nash equilibrium: Hard-to-solve instances and smoothed complexity , 2013, ArXiv.