Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal. - Li Zhang 144; Xin Li 033; Sen Chen; Hongyu Zang; Jie Huang; Mingzhong Wang (AAAI, 2020)

Off-Policy Differentiable Logic Reinforcement Learning. - Li Zhang 144; Xin Li 033; Mingzhong Wang; Andong Tian (ECML/PKDD (2), 2021)

Differentiable Logic Policy for Interpretable Deep Reinforcement Learning: A Study From an Optimization Perspective. - Xin Li 033; Haojie Lei; Li Zhang 144; Mingzhong Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)