Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning. - Fan Zhou; Zhoufan Zhu; Qi Kuang; Liwen Zhang (IJCAI, 2021)

Variance Control for Distributional Reinforcement Learning. - Qi Kuang; Zhoufan Zhu; Liwen Zhang; Fan Zhou (ICML, 2023)

Big portfolio selection by graph-based conditional moments method. - Zhoufan Zhu; Ningning Zhang; Ke Zhu (CoRR, 2023)

Monotonic Quantile Network for Worst-Case Offline Reinforcement Learning. - Chenjia Bai; Ting Xiao; Zhoufan Zhu; Lingxiao Wang 003; Fan Zhou; Animesh Garg; Bin He 003; Peng Liu 008; Zhaoran Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)