CopyCAT: Taking Control of Neural Policies with Constant Attacks

Léonard Hussenot, Matthieu Geist, Olivier Pietquin

We propose a new perspective on adversarial attacks against deep reinforcement learning agents. Our main contribution is CopyCAT, a targeted attack able to consistently lure an age…