Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning? - Jialu Gao; Kaizhe Hu; Guowei Xu 001; Huazhe Xu (NeurIPS, 2023)

DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization. - Guowei Xu 001; Ruijie Zheng; Yongyuan Liang; Xiyao Wang; Zhecheng Yuan; Tianying Ji; Yu Luo; Xiaoyu Liu 003; Jiaxin Yuan; Pu Hua; Shuzhen Li; Yanjie Ze; et al. (ICLR, 2024)

ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization. - Tianying Ji; Yongyuan Liang; Yan Zeng 002; Yu Luo; Guowei Xu 001; Jiawei Guo; Ruijie Zheng; Furong Huang; Fuchun Sun 001; Huazhe Xu (ICML, 2024)

MENTOR: Mixture-of-Experts Network with Task-Oriented Perturbation for Visual Reinforcement Learning. - Suning Huang; Zheyu Zhang; Tianhai Liang; Yihan Xu; Zhehao Kou; Chenhao Lu; Guowei Xu 001; Zhengrong Xue; Huazhe Xu (CoRR, 2024)

LLaVA-CoT: Let Vision Language Models Reason Step-by-Step. - Guowei Xu 001; Peng Jin; Hao Li; Yibing Song; Lichao Sun; Li Yuan (CoRR, 2024)