29 citations · 55 across the 9 of their papers we have counts for
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cs.MA2018★ 7 cited
Learning Parametric Closed-Loop Policies for Markov Potential Games
Sergio Valcarcel Macua, Javier Zazo, Santiago Zazo
Multiagent systems where agents interact among themselves and with a stochastic environment can be formalized as stochastic games. We study a subclass named Markov potential games…
cs.MA2013
Distributed Policy Evaluation Under Multiple Behavior Strategies
Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo +1
We apply diffusion strategies to develop a fully-distributed cooperative reinforcement learning algorithm in which agents in a network communicate only with their immediate neighbo…