most citedRobust Deep Reinforcement Learning with Adversarial Attacks

121 citations · 121 across the 1 of their papers we have counts for

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cs.LG2017★ 121 cited

Robust Deep Reinforcement Learning with Adversarial Attacks

Anay Pattanaik, Zhenyi Tang, Shuijing Liu +2

This paper proposes adversarial attacks for Reinforcement Learning (RL) and then improves the robustness of Deep Reinforcement Learning algorithms (DRL) to parameter uncertainties…