Diffusion-based Dynamics Models for Long-Horizon Rollout in Offline Reinforcement Learning - Hanye Zhao; Xiaoshen Han; Zhengbang Zhu; Minghuan Liu; Yong Yu; Weinan Zhang (CoRR, 2024)

Curriculum Offline Reinforcement Learning - Yuanying Cai; Chuheng Zhang; Hanye Zhao; Li Zhao; Jiang Bian (Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023, 2023)

Diffusion Models for Reinforcement Learning: A Survey - Zhengbang Zhu; Hanye Zhao; Haoran He; Yichao Zhong; Shenyu Zhang; Yong Yu; Weinan Zhang (CoRR, 2023)

Bootstrapped Transformer for Offline Reinforcement Learning - Kerong Wang; Hanye Zhao; Xufang Luo; Kan Ren; Weinan Zhang; Dongsheng Li (Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, 2022)

Bootstrapped Transformer for Offline Reinforcement Learning - Kerong Wang; Hanye Zhao; Xufang Luo; Kan Ren; Weinan Zhang; Dongsheng Li (CoRR, 2022)

Curriculum Offline Imitating Learning - Minghuan Liu; Hanye Zhao; Zhengyu Yang; Jian Shen; Weinan Zhang; Li Zhao; Tie-Yan Liu (Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual, 2021)

Curriculum Offline Imitation Learning - Minghuan Liu; Hanye Zhao; Zhengyu Yang; Jian Shen; Weinan Zhang; Li Zhao; Tie-Yan Liu (CoRR, 2021)