Surveys
- Fan-Ming Luo, Tian Xu, Hang Lai, Xiong-Hui Chen, Weinan Zhang, Yang Yu. A survey on model-based reinforcement learning. SCIENCE CHINA Information Sciences, 67(2): 121101, 2024 CoRR abs/2206.09328.
- Hong Qian, Yang Yu. Derivative-free reinforcement learning: A review. Frontiers of Computer Science, 15(6): 156336, 2022. CoRR abs/2102.05710.
- Q. Yao, M. Wang, Y. Chen, W. Dai, Y.-F. Li, W.-W. Tu, Q. Yang, Y. Yu.* Taking human out of learning applications: A survey on automated machine learning*, CoRR abs/1810.13306, 2018.