Cooperative Game Solution Concepts that Maximize Stability under Noise

In cooperative game theory, it is typically assumed that the value of each coalition is known. We depart from this, assuming that v(S) is only a noisy estimate of the true value V (S), which is not yet known. In this context, we investigate which solution concepts maximize the probability of ex-post stability (after the true values are revealed). We show how various conditions on the noise characterize the least core and the nucleolus as optimal. Modifying some aspects of these conditions to (arguably) make them more realistic, we obtain characterizations of new solution concepts as being optimal, including the partial nucleolus, the multiplicative least core, and the multiplicative nucleolus.

[1]  Michel Truchon,et al.  Maximum likelihood approach to vote aggregation with variable probabilities , 2004, Soc. Choice Welf..

[2]  Vincent Conitzer,et al.  A Maximum Likelihood Approach towards Aggregating Partial Orders , 2011, IJCAI.

[3]  Michael Wooldridge,et al.  Computational Aspects of Cooperative Game Theory (Synthesis Lectures on Artificial Inetlligence and Machine Learning) , 2011 .

[4]  Marcus Pivato,et al.  Voting rules as statistical estimators , 2013, Soc. Choice Welf..

[5]  Bezalel Peleg,et al.  An axiomatization of the core of cooperative games without side payments , 1985 .

[6]  Gooni Orshan,et al.  The prenucleolus and the reduced game property: Equal treatment replaces anonymity , 1993 .

[7]  Hannu Nurmi,et al.  Closeness Counts in Social Choice , 2008 .

[8]  Craig Boutilier,et al.  Coalitional Bargaining with Agent Type Uncertainty , 2007, IJCAI.

[9]  P. Borm,et al.  Stochastic Cooperative Games: Superadditivity, Convexity, and Certainty Equivalents , 1999 .

[10]  L. Shapley,et al.  QUASI-CORES IN A MONETARY ECONOMY WITH NONCONVEX PREFERENCES , 1966 .

[11]  Moshe Tennenholtz,et al.  Solving Cooperative Reliability Games , 2011, UAI.

[12]  Abraham Charnes,et al.  Coalitional and Chance-Constrained Solutions to N-Person Games. I. The Prior Satisficing Nucleolus. , 1976 .

[13]  D. Schmeidler The Nucleolus of a Characteristic Function Game , 1969 .

[14]  Piotr Faliszewski,et al.  On distance rationalizability of some voting rules , 2009, TARK '09.

[15]  Craig Boutilier,et al.  Bayesian reinforcement learning for coalition formation under uncertainty , 2004, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004..

[16]  Abraham Charnes,et al.  Coalitional and Chance-Constrained Solutions to n-Person Games, II: Two-Stage Solutions , 1977, Oper. Res..

[17]  Jeffrey S. Rosenschein,et al.  Subsidies, Stability, and Restricted Cooperation in Coalitional Games , 2011, IJCAI.

[18]  Michael Wooldridge,et al.  Computational Aspects of Cooperative Game Theory , 2011, KES-AMSTA.

[19]  H. Young Condorcet's Theory of Voting , 1988, American Political Science Review.

[20]  Peter Sudhölter,et al.  The modified nucleolus: Properties and axiomatizations , 1997, Int. J. Game Theory.

[21]  Jos A. M. Potters An axiomatization of the nucleolus , 1991 .

[22]  H. Young Optimal Voting Rules , 1995 .

[23]  Vincent Conitzer,et al.  Common Voting Rules as Maximum Likelihood Estimators , 2005, UAI.

[24]  L. S. Shapley,et al.  Geometric Properties of the Kernel, Nucleolus, and Related Solution Concepts , 1979, Math. Oper. Res..

[25]  Juan Camilo Gómez,et al.  Core extensions for non-balanced TU-games , 2009, Int. J. Game Theory.

[26]  Roger B. Myerson,et al.  Virtual utility and the core for games with incomplete information , 2004, J. Econ. Theory.

[27]  Anja De Waegenaere,et al.  Cooperative games with stochastic payoffs , 1999, Eur. J. Oper. Res..

[28]  Craig Boutilier,et al.  Coalition formation under uncertainty: bargaining equilibria and the Bayesian core stability concept , 2007, AAMAS '07.

[29]  Yoav Shoham,et al.  Bayesian Coalitional Games , 2008, AAAI.