Improving Robustness of Deep Reinforcement Learning Agents: Environment Attack based on the Critic Network

Lucas Schott, Hatem Hajri, Sylvain Lamprier

To improve policy robustness of deep reinforcement learning agents, a line of recent works focus on producing disturbances of the environment. Existing approaches of the literature…