ODE-based Smoothing Neural Network for Reinforcement Learning Tasks. - Yinuo Wang; Wenxuan Wang 004; Xujie Song; Tong Liu; Yuming Yin; Liangfa Chen; Likun Wang; Jingliang Duan; Shengbo Eben Li (ICLR, 2025)

Multi-Style Distributional Soft Actor-Critic: Learning a Unified Policy for Diverse Control Behaviors. - Liming Xiao; Yao Lyu; Fawang Zhang; Liangfa Chen; Guangyuan Yu; Shengbo Eben Li; Fei Ma; Jingliang Duan (IEEE Trans. Intell. Veh., 2025)

Distributional Soft Actor-Critic with Diffusion Policy. - Tong Liu; Yinuo Wang; Xujie Song; Wenjun Zou; Liangfa Chen; Likun Wang; Bin Shuai; Jingliang Duan; Shengbo Eben Li (CoRR, 2025)