Beware Untrusted Simulators -- Reward-Free Backdoor Attacks in Reinforcement Learning

Ethan Rathbun, Wo Wei Lin, Alina Oprea +1

Simulated environments are a key piece in the success of Reinforcement Learning (RL), allowing practitioners and researchers to train decision making agents without running expensi…