most citedRoMFAC: A robust mean-field actor-critic reinforcement learning against adversarial perturbations on states

37 citations · 37 across the 1 of their papers we have counts for

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1 paper

cs.LG2022★ 37 cited

RoMFAC: A robust mean-field actor-critic reinforcement learning against adversarial perturbations on states

Ziyuan Zhou, Guanjun Liu

Multi-agent deep reinforcement learning makes optimal decisions dependent on system states observed by agents, but any uncertainty on the observations may mislead agents to take wr…