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Hechang Chen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Hechang Chen
22
papers ·
54
citations ·
17
h-index
Jilin University · Jilin Jianzhu University · Beijing Academy of Artificial Intelligence · Ministry of Education · Changchun University
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Most-cited papers
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling
2024 · 29 citations
Learning Generalizable Agents via Saliency-Guided Features Decorrelation
2023 · 3 citations
Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning
2022 · 2 citations
A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning
2023 · 2 citations
Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning
2023 · 1 citations
In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought
2024 · 1 citations
Decoupled Guidance Diffusion for Adaptive Offline Safe Reinforcement Learning
2026
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning
2025
Decision Flow Policy Optimization
2025
The Sufficiency of Off-Policyness and Soft Clipping: PPO is still Insufficient according to an Off-Policy Measure
2022
Policy Dispersion in Non-Markovian Environment
2023
Careful at Estimation and Bold at Exploration
2023
Continual Diffuser (CoD): Mastering Continual Offline Reinforcement Learning with Experience Rehearsal
2024
Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces
2024
Top co-authors
Jifeng Hu
· 10
Lichao Sun
· 10
Sili Huang
· 10
Yi Chang
· 7
Dacheng Tao
· 5
Yanchao Sun
· 4
Zhejian Yang
· 4
Bo Yang
· 3
Haiyin Piao
· 3
Li Shen
· 3
Siyuan Guo
· 3
Hengshuai Yao
· 2
Topics
Model-Based RL
Offline RL
Exploration
Policy Gradient
Meta-RL
Value-Based
Safe RL
Multi-Agent
Game AI