Linjiajie Fang

Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning

Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model

D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning