Learning in games via reinforcement and regularization

no code implementations • 23 Jul 2014 • Panayotis Mertikopoulos, William H. Sandholm

We investigate a class of reinforcement learning dynamics where players adjust their strategies based on their actions' cumulative payoffs over time - specifically, by playing mixed strategies that maximize their expected cumulative payoff minus a regularization term.

reinforcement-learning Reinforcement Learning (RL)