Chengxing Jia

According to our database, Chengxing Jia authored at least 12 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Model gradient: unified model and policy learning in model-based reinforcement learning.

Chengxing Jia, Fuxiang Zhang, Tian Xu, Jing-Cheng Pang, Zongzhang Zhang, Yang Yu

Frontiers Comput. Sci., August, 2024

Q-Adapter: Training Your LLM Adapter as a Residual Q-Function.

Yi-Chen Li, Fuxiang Zhang, Wenjie Qiu, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu

CoRR, 2024

BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation.

Chengxing Jia, Pengyuan Wang, Ziniu Li, Yi-Chen Li, Zhilong Zhang, Nan Tang, Yang Yu

CoRR, 2024

Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning.

Haoxin Lin, Yu-Yan Xu, Yihao Sun, Zhilong Zhang, Yi-Chen Li, Chengxing Jia, Junyin Ye, Jiaji Zhang, Yang Yu

CoRR, 2024

Empowering Language Models with Active Inquiry for Deeper Understanding.

Jing-Cheng Pang, Heng-Bo Fan, Pengyuan Wang, Jiahao Xiao, Nan Tang, Si-Hang Yang, Chengxing Jia, Sheng-Jun Huang, Yang Yu

CoRR, 2024

Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics.

Xinyu Zhang, Wenjie Qiu, Yi-Chen Li, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Offline Transition Modeling via Contrastive Energy Learning.

Ruifeng Chen, Chengxing Jia, Zefang Huang, Tian-Shuo Liu, Xu-Hui Liu, Yang Yu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning.

Chengxing Jia, Chenxiao Gao, Hao Yin, Fuxiang Zhang, Xiong-Hui Chen, Tian Xu, Lei Yuan, Zongzhang Zhang, Zhi-Hua Zhou, Yang Yu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation.

Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Fast Teammate Adaptation in the Presence of Sudden Policy Change.

Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning.

Yihao Sun, Jiaji Zhang, Chengxing Jia, Haoxin Lin, Junyin Ye, Yang Yu

Proceedings of the International Conference on Machine Learning, 2023

Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data.

Fuxiang Zhang, Chengxing Jia, Yi-Chen Li, Lei Yuan, Yang Yu, Zongzhang Zhang

Proceedings of the Eleventh International Conference on Learning Representations, 2023