Enhancing the MADDPG Algorithm for Multi-Agent Learning via Action Inference and Importance Sampling

Marc Walden, Jason Liu, Shaashwath Sivakumar +2

We investigate multi-agent deep reinforcement learning and propose two enhancements to the Multi-Agent Deep Deterministic Policy Gradient (MADDPG) algorithm. First, we introduce a…