Publications

Qisen Yang, Zekun Wang, Honghui Chen, Shenzhi Wang, Yifan Pu, Xin Gao, Wenhao Huang, Shiji Song, Gao Huang (2024). LLM Agents for Psychology: A Study on Gamified Assessments. Arxiv preprint.

Shenzhi Wang, Qisen Yang, Jiawei Gao, Matthieu Gaetan Lin, Hao Chen, Liwei Wu, Ning Jia, Shiji Song, Gao Huang (2023). Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning. In NeurIPS.

Qisen Yang, Huanqian Wang, Mukun Tong, Wenjie Shi, Gao Huang, Shiji Song (2023). Leveraging Reward Consistency for Interpretable Feature Discovery in Reinforcement Learning. In IEEE TSMC.

Qisen Yang, Shenzhi Wang, Qihang Zhang, Gao Huang, Shiji Song (2023). Hundreds Guide Millions: Adaptive Offline Reinforcement Learning with Expert Guidance. In IEEE TNNLS.

Qisen Yang, Shenzhi Wang, Matthieu Gaetan Lin, Shiji Song, Gao Huang (2023). Boosting Offline Reinforcement Learning with Action Preference Query. In ICML.

Chaofei Wang, Qisen Yang, Rui Huang, Shiji Song, Gao Huang (2022). Efficient Knowledge Distillation from Model Checkpoints. In NeurIPS.