Chen-Xiao Gao @ LAMDA

高辰潇 Chen-Xiao Gao M.Sc. Student, LAMDA Group School of Artificial Intelligence National Key Laboratory for Novel Software Technology Nanjing University, Nanjing 210023, China Supervisor: Associate Prof. Zongzhang Zhang Email: gaocx@lamda.nju.edu.cn

Biography

• Currently I am a second-year M.SC. student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group (LAMDA Publications), led by professor Zhi-Hua Zhou.
• I got my B.Sc. degree in School of Artificial Intelligence from Nanjing University in June 2022. In the same year, I was admitted to study for a M.SC. degree in Nanjing University without entrance examination.

Research Interest

My research interests include Reinforcement Learning.
Most recently, I am interested in:

• Offline Reinforcement Learning
• Preference-based Reinforcement Learning

Preprints

• Lei Song*, Chen-Xiao Gao*, Ke Xue, Chenyang Wu, Dong Li, Jianye HAO, Zongzhang Zhang, Chao Qian. Reinforced In-Context Black-Box Optimization. arXiv preprint arXiv:2402.17423, 2024.

Publications

• Chengxing Jia*, Chen-Xiao Gao*, Hao Yin, Fuxiang Zhang, Xiong-Hui Chen, Tian Xu, Lei Yuan, Zongzhang Zhang, Yang Yu, Zhi-Hua Zhou. Policy rehearsing: Training generalizable policies for reinforcement learning. In: Proceedings of the 12th International Conference on Learning Representations (ICLR'24), Vienna, Austria, 2024.
• Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chen-Xiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu. Disentangling policy from offline task representation learning via adversarial data augmentation. In: Proceedings of the 23rd International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2024), 2024.
• Chen-Xiao Gao, Chenyang Wu, Mingjun Cao, Rui Kong, Zongzhang Zhang, Yang Yu. ACT: Empowering decision transformer with dynamic programming via advantage conditioning. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI'24), 2024.
• Renzhe Zhou, Chen-Xiao Gao, Zongzhang Zhang, Yang Yu. Generalizable task representation learning for offline meta-reinforcement learning with data limitations. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI'24), 2024.

Internships

• Research Intern @ ByteDance, 2021.07-2021.10
RL algorithm design for SLG games.

Awards & Honors

• Outstanding Graduate of School of AI, Nanjing University, 2022.
• National Scholarship, 2021.
• Chow Tai Fook Scholarship, 2022
• People's Scholarship of Nanjing University, 2020.

Correspondence

Address: National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
Office: Room 504, Block A, Shaoyifu Building, Xianlin Campus of Nanjing University

Last modified: 2024-03-27