Reward Poisoning Attacks on Offline Multi-Agent Reinforcement Learning

Young Wu, Jeremy McMahan, Xiaojin Zhu +1

In offline multi-agent reinforcement learning (MARL), agents estimate policies from a given dataset. We study reward-poisoning attacks in this setting where an exogenous attacker m…