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Lei Chen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Lei Chen
78
papers ·
321
citations ·
0
h-index
BC Platforms (Finland) · Meta (United States)
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model
2025 · 20 citations
Hierarchical Reinforcement Learning for Swarm Confrontation with High Uncertainty
2024 · 7 citations
Self-Guided Process Reward Optimization with Redefined Step-wise Advantage for Process Reinforcement Learning
2025 · 3 citations
OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
2024 · 2 citations
Breaking the SFT Plateau: Multimodal Structured Reinforcement Learning for Chart-to-Code Generation
2025
Bidirectional Task-Motion Planning Based on Hierarchical Reinforcement Learning for Strategic Confrontation
2025
Rule-Based Conflict-Free Decision Framework in Swarm Confrontation
2025
Model predictive control-based value estimation for efficient reinforcement learning
2023
Multi-Agent Reinforcement Learning-Based UAV Pathfinding for Obstacle Avoidance in Stochastic Environment
2023
Top co-authors
Kexin Liu
· 4
and Jinhu Lv
· 1
Anjie Liu
· 1
Anqi Shen
· 1
Anxin Tian
· 1
Bin Hu
· 1
Bin Xu
· 1
Cai Chen
· 1
Chao Huang
· 1
Chao Zhang
· 1
Cheng Lin
· 1
Deng Zhao
· 1
Topics
Model-Based RL
Multi-Agent
RLHF & Alignment
Game AI
Value-Based
Policy Gradient
cs.CL
cs.AI
Exploration
Offline RL