Variational preferences and equilibria in games under ambiguous belief correspondences

Variational preferences have been introduced to study the robustness of macroeconomic models with respect to ambiguity. The Decision Theory literature has shown that this family of preferences provides a tractable and flexible tool in order to deal with this kind of uncertainty in general settings. In fact, variational preferences are equipped with an accurate and explicit parametrization of the decision maker's attitude towards ambiguity, which is indeed represented by a cost function of the probabilities (called index of ambiguity aversion). In the present work, we study the effect of variational preferences in strategic form games under ambiguity in which players' uncertainty is expressed entirely in the space of lotteries over consequences by belief correspondences of the strategy profile chosen by the agents. We focus on primary theoretical issues related to this model that constitute a required background for applications or numerical methods. First, we give a general equilibrium existence result that we apply to a particular model in which belief correspondences depend on the equilibria of specific subgames. Other numerical examples are presented to show the model applicability. Finally, we look at the consequences of parameter changes on equilibrium predictions and study the limit behavior of equilibria under perturbations on the index of ambiguity aversion and belief correspondences. All the results are sufficiently general to be a useful tool in any interdisciplinary problem in which strategic interaction is affected by ambiguity. This paper studies strategic games under ambiguous belief correspondences in case of variational preferences.An existence theorem is given for the corresponding equilibrium concept.Examples show the model applicability.The study of the limit behavior of equilibria under perturbations on the parameters of ambiguity concludes the paper.

[1]  S. Kakutani A generalization of Brouwer’s fixed point theorem , 1941 .

[2]  D. G. Rees,et al.  Foundations of Statistics , 1989 .

[3]  I. Gilboa,et al.  Maxmin Expected Utility with Non-Unique Prior , 1989 .

[4]  Wei Xiong Games under Ambiguous Payoffs and Optimistic Attitudes , 2014, J. Appl. Math..

[5]  D. Schmeidler Subjective Probability and Expected Utility without Additivity , 1989 .

[6]  Sophie Bade,et al.  Ambiguous Act Equilibria , 2010, Games Econ. Behav..

[7]  Giuseppe De Marco,et al.  Beliefs correspondences and equilibria in ambiguous games , 2012, Int. J. Intell. Syst..

[8]  Ulrich Schmidt,et al.  Common consequence effects in pricing and choice , 2014 .

[9]  Wojciech Olszewski,et al.  Preferences Over Sets of Lotteries -super-1 , 2007 .

[10]  M. Dufwenberg Game theory. , 2011, Wiley interdisciplinary reviews. Cognitive science.

[11]  Atsushi Kajii,et al.  Incomplete Information Games with Multiple Priors , 2005 .

[12]  Massimo Marinacci,et al.  Ambiguous Games , 2000, Games Econ. Behav..

[13]  Giuseppe De Marco,et al.  A limit theorem for equilibria under ambiguous belief correspondences , 2013, Math. Soc. Sci..

[14]  Giuseppe De Marco,et al.  A dynamic game of coalition formation under ambiguity , 2010, Soft Comput..

[15]  A. Rustichini,et al.  Ambiguity Aversion, Robustness, and the Variational Representation of Preferences , 2006 .

[16]  Jacqueline Morgan,et al.  Convergences of marginal functions with dependent constraints , 1992 .

[17]  Wojciech Olszewski,et al.  Preferences over Sets of Lotteries , 2006 .

[18]  Peter Klibanofi,et al.  Uncertainty, Decision, and Normal Form Games , 1996 .

[19]  T. Sargent,et al.  Robust Control and Model Uncertainty , 2001 .

[20]  David Kelsey,et al.  Non-Additive Beliefs and Strategic Equilibria , 2000, Games Econ. Behav..

[21]  Danuta Nowakowska-Rozpłoch Set-Valued Analysis, Systems & Control Series, Vol. 2. By Jean-Paul Aubin and Helene Frankowska, Birkhauser, Boston, 1990 , 1994 .

[22]  Bastian Goldlücke,et al.  Variational Analysis , 2014, Computer Vision, A Reference Guide.

[23]  M. Romaniello,et al.  Games Equilibria and the Variational Representation of Preferences , 2013 .

[24]  F. J. Anscombe,et al.  A Definition of Subjective Probability , 1963 .

[25]  Wenjun Ma,et al.  Ambiguous Bayesian Games , 2014, Int. J. Intell. Syst..

[26]  J. Schreiber Foundations Of Statistics , 2016 .

[27]  Kim C. Border,et al.  Fixed point theorems with applications to economics and game theory: Fixed point theorems for correspondences , 1985 .

[28]  Roee Teper,et al.  Uncertainty Aversion and Equilibrium Existence in Games with Incomplete Information , 2009, Games Econ. Behav..

[29]  David S. Ahn Ambiguity without a state space , 2004 .

[30]  Kim C. Border,et al.  Infinite dimensional analysis , 1994 .

[31]  Jacqueline Morgan,et al.  Variational stability of Social Nash Equilibria , 2008, IGTR.

[32]  Claudio Mezzetti,et al.  Random belief equilibrium in normal form games , 2005, Games Econ. Behav..

[33]  J. Yu,et al.  Well-posed Ky Fan’s point, quasi-variational inequality and Nash equilibrium problems , 2007 .

[34]  Sérgio Ribeiro da Costa Werlang,et al.  Nash equilibrium under knightian uncertainty: breaking down backward induction (extensively revised version) , 1993 .

[35]  Ronald Stauber,et al.  Knightian games and robustness to ambiguity , 2011, J. Econ. Theory.

[36]  Frank Riedel,et al.  Ellsberg games , 2013 .

[37]  Wenjun Ma,et al.  Security Games with Ambiguous Information about Attacker Types , 2013, Australasian Conference on Artificial Intelligence.

[38]  Ehud Lehrer,et al.  Partially-Specified Probabilities: Decisions and Games , 2006 .

[39]  Peter Walley,et al.  Towards a unified theory of imprecise probability , 2000, Int. J. Approx. Reason..

[40]  J. Goodman Note on Existence and Uniqueness of Equilibrium Points for Concave N-Person Games , 1965 .

[41]  Zdzisław Denkowski,et al.  Set-Valued Analysis , 2021 .

[42]  Kin Chung Lo,et al.  Equilibrium in Beliefs under Uncertainty , 1996 .

[43]  Maxwell B. Stinchcombe CHOICE WITH AMBIGUITY AS SETS OF PROBABILITIES , 2003 .