Reward Delay Attacks on Deep Reinforcement Learning

Anindya Sarkar, Jiarui Feng, Yevgeniy Vorobeychik +2

Most reinforcement learning algorithms implicitly assume strong synchrony. We present novel attacks targeting Q-learning that exploit a vulnerability entailed by this assumption by…