Chengxing Jia
9 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Top co-authors
Research topics
Keywords
offline reinforcement learning
(4)
dynamics model
(3)
multi-agent reinforcement learning
(2)
model-based reinforcement learning
(2)
policy optimization
(1)
information bottleneck
(1)
sample efficiency
(1)
inverse dynamics model
(1)
model uncertainty
(1)
mutual information
(1)
preference learning
(1)
bellman error
(1)
monte carlo tree search
(1)
energy function
(1)
ensemble method
(1)
latent variable
(1)
reward model
(1)
behavior policy
(1)
uncertainty quantification
(1)
multi-task learning
(1)
Papers
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning
ICLR 2025
Controlling Large Language Model with Latent Action
ICML 2025
Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation
ICLR 2025
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics
ICML 2024
Offline Transition Modeling via Contrastive Energy Learning
ICML 2024
Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning
ICLR 2024
Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data
ICLR 2023
Fast Teammate Adaptation in the Presence of Sudden Policy Change
UAI 2023
Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning
ICML 2023