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20142024
most citedLearning in games via reinforcement and regularization

3 citations · 3 across the 2 of their papers we have counts for

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math.OC2016

Riemannian game dynamics

Panayotis Mertikopoulos, WIlliam H. Sandholm

We study a class of evolutionary game dynamics defined by balancing a gain determined by the game's payoffs against a cost of motion that captures the difficulty with which the pop…

math.OC2014★ 3 cited

Learning in games via reinforcement and regularization

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 mixe…