Sili Huang

Lecturer, Minzu University of China

Joined

April 2022

Names

Sili Huang (Preferred)

Emails

****@mails.jlu.edu.cn (Confirmed)

****@muc.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Lecturer

Minzu University of China (muc.edu)

2025 – Present

PhD student

Jilin University (jlu.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

Coauthor

Lichao Sun

Present

PhD Advisor

Bo Yang

2023 – Present

Coauthor

Jifeng Hu

2023 – Present

Coauthor

Siyuan Guo

2023 – Present

Coauthor

Hechang Chen

2023 – Present

Coauthor

Yanchao Sun

2023 – Present

Coauthor

Yi Chang

2023 – Present

Expertise

Reinforcement Learning

2021 – Present

Publications

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 poster
- Readers: Everyone
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 2025 poster
- Readers: Everyone
Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces
Jifeng Hu, Sili Huang, Li Shen, Zhejian Yang, Shengchao Hu, Shisong Tang, Hechang Chen, Yi Chang, Dacheng Tao, Lichao Sun
- Submitted to ICLR 2025
- Readers: Everyone
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
- NeurIPS 2024 poster
- Readers: Everyone
In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought
Sili Huang, Jifeng Hu, Hechang Chen, Lichao Sun, Bo Yang
- ICML 2024 Poster
- Readers: Everyone
Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning
Jifeng Hu, Yanchao Sun, Sili Huang, Siyuan Guo, Hechang Chen, Li Shen, Lichao Sun, Yi Chang, Dacheng Tao
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning
Siyuan Guo, Yanchao Sun, Jifeng Hu, Sili Huang, Xing Chen, Hechang Chen, haiyin piao, Lichao Sun, Yi Chang
- Submitted to ICLR 2024
- Readers: Everyone
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 2023 spotlight
- Readers: Everyone
Causal RL Agents for Out-of-distribution Generalization
Sili Huang, Bo Yang, Hechang Chen, Peng Cui, Jifeng Hu, haiyin piao, Lichao Sun
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning
Jifeng Hu, Yanchao Sun, Hechang Chen, Sili Huang, haiyin piao, Yi Chang, Lichao Sun
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone

View all 12 publications

Sili Huang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors