most citedStatistical-mechanics approach to a reinforcement learning model with memory

14 citations · 14 across the 1 of their papers we have counts for

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cond-mat.stat-mech2015

Phase transitions in Ising models on directed networks

Adam Lipowski, Antonio Luis Ferreira, Dorota Lipowska +1

We examine Ising models with heat-bath dynamics on directed networks. Our simulations show that Ising models on directed triangular and simple cubic lattices undergo a phase transi…

cond-mat.stat-mech2008★ 14 cited

Statistical-mechanics approach to a reinforcement learning model with memory

Adam Lipowski, Krzysztof Gontarek, Marcel Ausloos

We introduce a two-player model of reinforcement learning with memory. Past actions of an iterated game are stored in a memory and used to determine player's next action. To examin…