Robust Deep Reinforcement Learning through Adversarial Loss

Tuomas Oikarinen, Wang Zhang, Alexandre Megretski +2

Recent studies have shown that deep reinforcement learning agents are vulnerable to small adversarial perturbations on the agent's inputs, which raises concerns about deploying suc…