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Dongsheng Li — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Dongsheng Li
86
papers ·
438
citations ·
41
h-index
National University of Defense Technology · Northeast Electric Power University · China Waterborne Transport Research Institute
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Semantic Scholar ↗
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Most-cited papers
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey
2024 · 19 citations
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble
2022 · 16 citations
Adaptive Policy Learning for Offline-to-Online Reinforcement Learning
2023 · 16 citations
Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance
2023 · 14 citations
Bootstrapped Transformer for Offline Reinforcement Learning
2022 · 13 citations
Adaptive Temporal Difference Learning with Linear Function Approximation
2020 · 8 citations
VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning
2022 · 5 citations
Reinforcement Learning with Automated Auxiliary Loss Search
2022 · 4 citations
State-Action Inpainting Diffuser for Continuous Control with Delay
2026
Improving Diffusion Planners by Self-Supervised Action Gating with Energies
2026
SortedRL: Accelerating RL Training for LLMs through Online Length-Aware Scheduling
2026
Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization
2026
Agent Lightning: Train ANY AI Agents with Reinforcement Learning
2025
Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
2025
Habitizing Diffusion Planning for Efficient and Effective Decision Making
2025
Top co-authors
Xufang Luo
· 9
Kan Ren
· 5
Weinan Zhang
· 5
Yuqing Yang
· 4
Minghuan Liu
· 3
Jiang Bian
· 2
Yifei Shen
· 2
Yuge Zhang
· 2
Zhiyuan He
· 2
Zilong Wang
· 2
Chengruidong Zhang
· 1
Enze Zhang
· 1
Topics
Value-Based
Model-Based RL
Policy Gradient
cs.AI
cs.LG
Offline RL
Exploration
Multi-Agent
RLHF & Alignment
Safe RL