Hangguan Shan

Bridging Interpretability and Optimization: Provably Attribution-Weighted Actor–Critic in Reproducing-Kernel Hilbert Spaces

Sample-Efficient Tabular Self-Play for Offline Robust Reinforcement Learning

RayFusion: Ray Fusion Enhanced Collaborative Visual Perception

Sample Efficient Robust Offline Self-Play for Model-based Reinforcement Learning

Provable Causal State Representation under Asynchronous Diffusion Model for POMDPs