Wan-Peng Zhang 张万鹏¶
- M.Sc. Student, Department of Computer Science and Technology, Tsinghua University.
- Email: email@example.com, firstname.lastname@example.org
My research interests include Machine Learning, Reinforcement Learning.
- Wanpeng Zhang, Xi Xiao, Yao Yao, Mingzhe Chen, Dijun Luo. MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning. (Preprint)[PDF]
- Wanpeng Zhang, Xiaoyan Cao, Yao Yao, Zhicheng An, Dijun Luo, Xi Xiao. Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control. (ACML 2021)[PDF]
- Bowen Zhao, Xi Xiao, Wanpeng Zhang, Bin Zhang, Guojun Gan, Shutao Xia. Self-Paced Probabilistic Principal Component Analysis for Data with Outliers. (ICASSP 2020)[PDF]
- Yao Yao, Li Xiao, Zhicheng An, Wanpeng Zhang, Dijun Luo. Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation. (ICRA 2021)[PDF]
- Zhicheng An, Xiaoyan Cao, Yao Yao, Wanpeng Zhang, Lanqing Li, Yue Wang, Shihui Guo, Dijun Luo. A Simulator-based Planning Framework for Optimizing Autonomous Greenhouse Control Strategy. (ICAPS 2021)[PDF]
- Xiaoyan Cao, Yao Yao, Lanqing Li, Wanpeng Zhang, Zhicheng An, Zhong Zhang, Shihui Guo, Li Xiao, Xiaoyu Cao, Dijun Luo. iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control. (AAAI 2022)[PDF]
Last update: January 1, 2022