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20072026
most citedDeep Reinforcement Learning in Large Discrete Action Spaces

265 citations · 424 across the 21 of their papers we have counts for

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cs.AI2017

Value-Decomposition Networks For Cooperative Multi-Agent Learning

Peter Sunehag, Guy Lever, Audrunas Gruslys +8

We study the problem of cooperative multi-agent reinforcement learning with a single joint reward signal. This class of learning problems is difficult because of the often large co…