Fang, Linjiajie

3 publications

ICLR 2025 Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning Linjiajie Fang, Ruoxue Liu, Jing Zhang, Wenjia Wang, Bingyi Jing

NeurIPS 2024 D2R2: Diffusion-Based Representation with Random Distance Matching for Tabular Few-Shot Learning Ruoxue Liu, Linjiajie Fang, Wenjia Wang, Bing-Yi Jing

NeurIPS 2024 Q-Distribution Guided Q-Learning for Offline Reinforcement Learning: Uncertainty Penalized Q-Value via Consistency Model Jing Zhang, Linjiajie Fang, Kexin Shi, Wenjia Wang, Bing-Yi Jing