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Chengxing Jia
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 13
Top Topics
Unified Model
Allocation Policy
Reinforcement Learning
Semi Markov Decision Process
Top Venues
CoRR
ICLR
AAMAS
ICML
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Publications
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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)