Qingxin Xia

Diffusing to Coordinate: Efficient Online Multi-Agent Diffusion Policies

Online Multi-Agent Reinforcement Learning (MARL) is a prominent framework for efficient agent coordination. Crucially, enhancing policy expressiveness is pivotal for achieving superior performance. Diffusion-based generative models are well-positioned to meet this demand, having demonstrated remarka…