| Energy-Based Imitation Learning M Liu, T He, M Xu, W Zhang AAMAS 2021, 2020 | 24 | 2020 |
| Goal-Conditioned Reinforcement Learning: Problems and Solutions M Liu, M Zhu, W Zhang IJCAI-ECAI 2022 (Survey Track), 2022 | 18 | 2022 |
| Multi-Agent Interactions Modeling with Correlated Policies M Liu, M Zhou, W Zhang, Y Zhuang, J Wang, W Liu, Y Yu ICLR 2020, 2020 | 13 | 2020 |
| Curriculum Offline Imitation Learning M Liu, H Zhao, Z Yang, J Shen, W Zhang, L Zhao, TY Liu NeurIPS 2021, 2021 | 10 | 2021 |
| MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks M Zhu*, M Liu*, J Shen, Z Zhang, S Chen, W Zhang, D Ye, Y Yu, Q Fu, ... IJCAI 2021, 2021 | 7 | 2021 |
| PerfectDou: Dominating DouDizhu with Perfect Information Distillation G Yang*, M Liu*, W Hong, W Zhang, F Fang, G Zeng, Y Lin NeurIPS 2022, 2022 | 6 | 2022 |
| Learning to Build High-fidelity and Robust Environment Models W Zhang, Z Yang, J Shen, M Liu, Y Huang, X Zhang, R Tang, Z Li ECML-PKDD 2021, 2021 | 5 | 2021 |
| Generative adversarial exploration for reinforcement learning W Hong, M Zhu, M Liu, W Zhang, M Zhou, Y Yu, P Sun DAI 2019, 2019 | 5 | 2019 |
| Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble Z Yang, K Ren, X Luo, M Liu, W Liu, J Bian, W Zhang, D Li IJCAI-ECAI 2022, 2022 | 3 | 2022 |
| Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization M Liu, Z Zhu, Y Zhuang, W Zhang, J Hao, Y Yu, J Wang ICML 2022, 2022 | 2 | 2022 |
| Automatic proofreading in chinese: detect and correct spelling errors in character-level with deep neural networks Q Wang, M Liu, W Zhang, Y Guo, T Li NLPCC 2019, 349-359, 2019 | 2 | 2019 |
| Reinforcement Learning with Automated Auxiliary Loss Search T He, Y Zhang, K Ren, M Liu, C Wang, W Zhang, Y Yang, D Li NeurIPS 2022, 2022 | 1 | 2022 |
| Visual Imitation Learning with Patch Rewards M Liu, T He, W Zhang, YAN Shuicheng, Z Xu ICLR 2023, 2023 | | 2023 |
| RITA: Boost Autonomous Driving Simulators with Realistic Interactive Traffic Flow Z Zhu, S Zhang, Y Zhuang, Y Liu, M Liu, L Mao, Z Gong, W Zhang, S Kai, ... arXiv preprint arXiv:2211.03408, 2022 | | 2022 |
| Planning Immediate Landmarks of Targets for Model-Free Skill Transfer across Agents M Liu, Z Zhu, M Zhu, Y Zhuang, W Zhang, HAO Jianye Deep Reinforcement Learning Workshop NeurIPS 2022, 2022 | | 2022 |
| Multi-Modal Imitation Learning in Partially Observable Environments Z Fu, M Liu, M Zhou, W Zhang Preprint, 2020 | | 2020 |
Weinan ZhangAssociate Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
