Zhuoran Li

Improving Generalization and Data Efficiency with Diffusion in Offline Multi-agent RL

2023 · arXiv (Cornell University)

We present a novel Diffusion Offline Multi-agent Model (DOM2) for offline Multi-Agent Reinforcement Learning (MARL). Different from existing algorithms that rely mainly on conservatism in policy design, DOM2 enhances policy expressiveness and diversity based on …