Empirically Evaluating Multiagent Learning Algorithms

Erik Zawadzki, Asher Lipson, Kevin Leyton-Brown

There exist many algorithms for learning how to play repeated bimatrix games. Most of these algorithms are justified in terms of some sort of theoretical guarantee. On the other ha…