Chengxing Jia

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 13

Top Topics

Allocation Policy

Reinforcement Learning

Semi Markov Decision Process

Top Venues

Publications

Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation. CoRR (2024)
Haoxin Lin, Yu-Yan Xu, Yihao Sun, Zhilong Zhang, Yi-Chen Li, Chengxing Jia, Junyin Ye, Jiaji Zhang, Yang Yu
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning. CoRR (2024)
Chengxing Jia, Fuxiang Zhang, Tian Xu, Jing-Cheng Pang, Zongzhang Zhang, Yang Yu
Model gradient: unified model and policy learning in model-based reinforcement learning. Frontiers Comput. Sci. 18 (4) (2024)
Xinyu Zhang, Wenjie Qiu, Yi-Chen Li, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics. CoRR (2024)
Yi-Chen Li, Fuxiang Zhang, Wenjie Qiu, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu
Q-Adapter: Training Your LLM Adapter as a Residual Q-Function. CoRR (2024)
Chengxing Jia, Chenxiao Gao, Hao Yin, Fuxiang Zhang, Xiong-Hui Chen, Tian Xu, Lei Yuan, Zongzhang Zhang, Zhi-Hua Zhou, Yang Yu
Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning. ICLR (2024)
Chengxing Jia, Pengyuan Wang, Ziniu Li, Yi-Chen Li, Zhilong Zhang, Nan Tang, Yang Yu
BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation. CoRR (2024)
Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation. AAMAS (2024)
Jing-Cheng Pang, Heng-Bo Fan, Pengyuan Wang, Jiahao Xiao, Nan Tang, Si-Hang Yang, Chengxing Jia, Sheng-Jun Huang, Yang Yu
Empowering Language Models with Active Inquiry for Deeper Understanding. CoRR (2024)
Yihao Sun, Jiaji Zhang, Chengxing Jia, Haoxin Lin, Junyin Ye, Yang Yu
Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning. ICML (2023)
Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu
Fast Teammate Adaptation in the Presence of Sudden Policy Change. CoRR (2023)
Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu
Fast Teammate Adaptation in the Presence of Sudden Policy Change. UAI (2023)
Fuxiang Zhang, Chengxing Jia, Yi-Chen Li, Lei Yuan, Yang Yu, Zongzhang Zhang
Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data. ICLR (2023)