- 1730. Hao Hu, Yiqin Yang, Qianchuan Zhao, Chongjie Zhang.. On the Role of Discount Factor in Offline Reinforcement Learning.. ICML 2022.
- 1729. Yipeng Kang, Tonghan Wang, Qianlan Yang, Chongjie Zhang.. Non-Linear Coordination Graphs. NeurIPS 2022.
- 1728. Mingyang Liu, Chengjie Wu, Qihan Liu, Yansen Jing, Jun Yang, Pingzhong Tang, Chongjie Zhang.. Safe Opponent-Exploitation Subgame Refinement. . NeurIPS 2022.
- 1727. Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han.. RORL: Robust Offline Reinforcement Learning via Conservative Smoothing. . NeurIPS 2022.
- 1726. Jin Zhang, Siyuan Li, Chongjie Zhang.. CUP: Critic-Guided Policy Reuse. NeurIPS 2022.
- 1725. Heng Dong, Tonghan Wang, Chongjie Zhang. Low-Rank Modular Reinforcement Learning via Muscle Synergy.. NeurIPS 2022.
- 1724. Xi Chen, Ali Ghadirzadeh, Tianhe Yu, Yuan Gao, Jianhao Wang, Wenzhe Li, Liang Bin, Chelsea Finn, Chongjie Zhang.. Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning.. NeurIPS 2022.
- 1723. Yiqin Yang, Hao Hu, Wenzhe Li, Siyuan Li, Jun Yang, Qianchuan Zhao, Chongjie Zhang. Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery. AAAI 2023.
- 1722. Hantao Shu, Jingtian Zhou, Qiuyu Lian, Han Li, Dan Zhao, Jianyang Zeng, Jianzhu Ma. Modeling gene regulatory networks using neural network architectures. , Nature Computational Science. 2021.
- 1721. Yipin Lei, Shuya Li, Ziyi Liu, Fangping Wan, Tingzhong Tian, Shao Li, Dan Zhao, Jianyang Zeng. A deep-learning framework for multi-level peptide–protein interaction prediction. , Nature communications. 2021.
- 1720. Yunfei Li, Tao Kong, Lei Li, Yifeng Li, Yi Wu. Learning to Design and Construct Bridge without Blueprint. , IROS 2021.
- 1719. H-Y Liang, L-Y Qiu, Y-B Yang, H-X Yang, T Tian, Y Xu, LM Duan. Observation of heat scaling across a first-order quantum phase transition in a spinor condensate. , New Journal of Physics 2021.
- 1718. Jiong-Hao Wang, Yan-Bin Yang, Ning Dai, Yong Xu. Structural Disorder Induced Second-order Topological Insulators in Three Dimensions. , Physical Review Letters 2021.
- 1717. Wang Z., Wu, Y., Bao, Z., Li, Y., Ma, C., Wang, H., Song, Y., Zhang, H., & Duan, L.-M. Experimental realization of a deterministic quantum router with superconducting quantum circuits. , Physical Review Applied 2021.
- 1716. Wu, Y.-K, Liu, Z.-D., Zhao, W.-D., Duan, L.-M. High-fidelity entangling gates in a three-dimensional ion crystal under micromotion. , Physical Review A 2021.
- 1715. D. Yuan, H.-R. Wang, Z. Wang, and D.-L. Deng. Solving the Liouvillian Gap with Artificial Neural Networks. , Physical Review Letters 2021.
- 1714. L. Yu and D.-L. Deng. Unsupervised Learning of Non-Hermitian Topological Phases. , Physical Review Letters 2021.
- 1713. W. Cai, J. Han, L. Hu, Y. Ma, X. Mu, W. Wang, Y. Xu, Z. Hua, H. Wang, Y.P. Song, J.-N. Zhang, C.-L. Zou. High-efficiency arbitrary quantum operation on a high-dimensional quantum system. , Physical Review Letters 2021.
