Feb 21, 2013 · Abstract: In this paper, we introduce a new class of game dynamics made of a pay-off replicator-like term modulated by an entropy barrier ...

Feb 21, 2013 · In this paper, we introduce a new class of game dynamics made of a pay-off replicator-like term modulated by an entropy barrier which keeps ...

Feb 27, 2015 · We investigate a class of reinforcement learning dynamics where players adjust their strategies based on their actions' cumulative payoffs over ...

Abstract: Starting from a heuristic learning scheme for N-person games, we derive a new class of continuous-time learning dynamics consisting of a replicator- ...

Sep 23, 2013 · These entropy-driven dynamics are equivalent to players taking an exponentially discounting aggregate of their on-going payoffs and then using a ...

In this paper, we introduce a new class of game dynamics made of a pay-off replicator-like term modulated by an entropy barrier which keeps players away ...

Pierre Coucheney, Bruno Gaujal, Panayotis Mertikopoulos: Entropy-driven dynamics and robust learning procedures in games. CoRR abs/1303.2270 (2013).

These entropy-driven dynamics are equivalent to players taking an exponentially discounting aggregate of their on-going payoffs and then using a quantal ...

Apr 6, 2014 · Abstract. Starting from a heuristic learning scheme for N-person games, we derive a new class of continuous-time learning dynamics ...

converge to (arbitrarily precise) approximations of Nash equilibria in potential games. Motivated by applications to traffic.