Mitigation of Adversarial Policy Imitation via Constrained Randomization of Policy (CRoP)

Nancirose Piazza, Vahid Behzadan

Deep reinforcement learning (DRL) policies are vulnerable to unauthorized replication attacks, where an adversary exploits imitation learning to reproduce target policies from obse…