ML Anthology

Huang, Sili

6 publications

NeurIPS 2025 Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning Jifeng Hu, Sili Huang, Zhejian Yang, Shengchao Hu, Li Shen, Hechang Chen, Lichao Sun, Yi Chang, Dacheng Tao
NeurIPS 2025 Tackling Continual Offline RL Through Selective Weights Activation on Aligned Spaces Jifeng Hu, Sili Huang, Li Shen, Zhejian Yang, Shengchao Hu, Shisong Tang, Hechang Chen, Lichao Sun, Yi Chang, Dacheng Tao
NeurIPS 2024 Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling Sili Huang, Jifeng Hu, Zhejian Yang, Liwei Yang, Tao Luo, Hechang Chen, Lichao Sun, Bo Yang
ICML 2024 In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought Sili Huang, Jifeng Hu, Hechang Chen, Lichao Sun, Bo Yang
NeurIPS 2023 Learning Generalizable Agents via Saliency-Guided Features Decorrelation Sili Huang, Yanchao Sun, Jifeng Hu, Siyuan Guo, Hechang Chen, Yi Chang, Lichao Sun, Bo Yang
NeurIPS 2022 Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning Jifeng Hu, Yanchao Sun, Hechang Chen, Sili Huang, Haiyin Piao, Yi Chang, Lichao Sun