Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning

Our work “Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning” was presented at AAAI 2023. The paper presents a new approach to certify the robustness of multi-agent cooperative reinforcement learning systems, using policy smoothing techniques. The paper is freely available here. The source code is also available on GitHub.