Towards Comprehensive Testing on the Robustness of Cooperative Multi-agent Reinforcement Learning

Jun Guo, Yonghong Chen, Yihang Hao +3

While deep neural networks (DNNs) have strengthened the performance of cooperative multi-agent reinforcement learning (c-MARL), the agent policy can be easily perturbed by adversar…