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Yi-Chen Li — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yi-Chen Li
8
papers ·
5
citations ·
2
h-index
Nanjing University of Science and Technology · Nanjing University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Policy Regularization with Dataset Constraint for Offline Reinforcement Learning
2023 · 3 citations
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning
2024 · 1 citations
Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation
2024 · 1 citations
Controlling Large Language Model with Latent Actions
2025
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics
2024
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation
2024
BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation
2024
Improving Sample Efficiency of Reinforcement Learning with Background Knowledge from Large Language Models
2024
Top co-authors
Chengxing Jia
· 6
Zongzhang Zhang
· 5
Fuxiang Zhang
· 2
Fuxiang Zhang
· 2
Lei Yuan
· 2
Pengyuan Wang
· 2
Yang Yu
· 2
Yang Yu
· 2
Zhilong Zhang
· 2
Bo An
· 1
Chen-Xiao Gao
· 1
Deheng Ye
· 1
Topics
Model-Based RL
RLHF & Alignment
Offline RL
Exploration
Policy Gradient
Meta-RL
Safe RL
Value-Based