Adversarial Policy Learning in Two-player Competitive Games

Wenbo Guo, Xian Wu, Sui Huang, Xinyu Xing

Abstract: In a two-player deep reinforcement learning task, recent work shows an attacker could learn an adversarial policy that triggers a target agent to perform poorly and even react in an undesired way. ...