Broadly, we study continuous games (those with continuous strategy spaces and utility functions) with a view towards computation of equilibria. We cover all of the game-theoretic background needed to understand these results in detail. Then we present new work, which can be divided into three parts. First, it is known that arbitrary continuous games may have arbitrarily compli-cated equilibria, so we investigate some properties of games with polynomial utility functions and a class of games with polynomial-like utility functions called separable games. We prove new bounds on the complexity of equilibria of separable games in terms of the complexity of the utility functions. In order to measure this complexity we propose a new definition for...
AbstractWe extend the well-known fictitious play (FP) algorithm to compute pure-strategy Bayesian-Na...
Algorithmic game theory studies computational and algorithmic questions arising from the behavior of...
Abstract. We consider infinite duration alternating move games. These games were previously studied ...
Thesis (S.M.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer S...
Abstract—Separable games are a structured subclass of continuous games whose payoffs take a sum-of-p...
We present several new characterizations of correlated equilibria in games with continuous utility f...
Abstract—Motivated by recent work on computing Nash equilibria in two-player zero-sum games with pol...
Successful algorithms have been developed for computing Nash equilibrium in a variety of finite game...
In this paper, we develop an adaptive discretization method for computing correlated equilibria in n...
Games with continuous strategy sets arise in several machine learning problems (e.g. adversarial lea...
This paper derives a general sufficient condition for existence and uniqueness in continuous games u...
Static and dynamic games are important tools for the analysis of strategic interactions among econom...
Define a continuous game to be one in which every player's strategy set is a Polish space, and the p...
We study the computational complexity of deciding the existence of a Pure Nash Equilibrium in multi-...
This short paper isolates a non-trivial class of games for which there exists a monotone relation be...
AbstractWe extend the well-known fictitious play (FP) algorithm to compute pure-strategy Bayesian-Na...
Algorithmic game theory studies computational and algorithmic questions arising from the behavior of...
Abstract. We consider infinite duration alternating move games. These games were previously studied ...
Thesis (S.M.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer S...
Abstract—Separable games are a structured subclass of continuous games whose payoffs take a sum-of-p...
We present several new characterizations of correlated equilibria in games with continuous utility f...
Abstract—Motivated by recent work on computing Nash equilibria in two-player zero-sum games with pol...
Successful algorithms have been developed for computing Nash equilibrium in a variety of finite game...
In this paper, we develop an adaptive discretization method for computing correlated equilibria in n...
Games with continuous strategy sets arise in several machine learning problems (e.g. adversarial lea...
This paper derives a general sufficient condition for existence and uniqueness in continuous games u...
Static and dynamic games are important tools for the analysis of strategic interactions among econom...
Define a continuous game to be one in which every player's strategy set is a Polish space, and the p...
We study the computational complexity of deciding the existence of a Pure Nash Equilibrium in multi-...
This short paper isolates a non-trivial class of games for which there exists a monotone relation be...
AbstractWe extend the well-known fictitious play (FP) algorithm to compute pure-strategy Bayesian-Na...
Algorithmic game theory studies computational and algorithmic questions arising from the behavior of...
Abstract. We consider infinite duration alternating move games. These games were previously studied ...