| Sample efficient reinforcement learning via model-ensemble exploration and exploitation Y Yao, L Xiao, Z An, W Zhang, D Luo 2021 IEEE International Conference on Robotics and Automation (ICRA), 4202-4208, 2021 | 20 | 2021 |
| Model-based opponent modeling X Yu, J Jiang, W Zhang, H Jiang, Z Lu Advances in Neural Information Processing Systems 35, 28208-28221, 2022 | 19 | 2022 |
| Robust model-based reinforcement learning for autonomous greenhouse control W Zhang, X Cao, Y Yao, Z An, X Xiao, D Luo Asian Conference on Machine Learning, 1208-1223, 2021 | 18 | 2021 |
| igrow: A smart agriculture solution to autonomous greenhouse control X Cao, Y Yao, L Li, W Zhang, Z An, Z Zhang, L Xiao, S Guo, X Cao, M Wu, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 11837 …, 2022 | 14 | 2022 |
| A simulator-based planning framework for optimizing autonomous greenhouse control strategy Z An, X Cao, Y Yao, W Zhang, L Li, Y Wang, S Guo, D Luo Proceedings of the International Conference on Automated Planning and …, 2021 | 9 | 2021 |
| Entity divider with language grounding in multi-agent reinforcement learning Z Ding, W Zhang, J Yue, X Wang, T Huang, Z Lu International Conference on Machine Learning, 8103-8119, 2023 | 7 | 2023 |
| Efficient and stable information directed exploration for continuous reinforcement learning M Chen, X Xiao, W Zhang, X Gao ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 5 | 2022 |
| Self-paced probabilistic principal component analysis for data with outliers B Zhao, X Xiao, W Zhang, B Zhang, G Gan, S Xia ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 4 | 2020 |
| AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback W Zhang, Z Lu arXiv preprint arXiv:2309.17176, 2023 | 3* | 2023 |
| MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning W Zhang, X Xiao, Y Yao, M Chen, D Luo arXiv preprint arXiv:2108.01295, 2021 | 1 | 2021 |
| Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation W Zhang, Y Li, B Yang, Z Lu arXiv preprint arXiv:2306.02747, 2023 | | 2023 |
| Method, device and equipment for determining parameters and storage medium W Zhang, D Luo, X Xiao CN Patent CN112,527,104 A, 2021 | | 2021 |
Yao YaoTsinghua-Berkeley Shenzhen Institute, Tsinghua UniversityVerified email at mails.tsinghua.edu.cn
