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Junchi Yan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Junchi Yan
43
papers ·
616
citations ·
63
h-index
Shanghai University · Shanghai Jiao Tong University · Shanghai Innovative Research Center of Traditional Chinese Medicine · Huawei Technologies (Sweden) · Artificial Intelligence in Medicine (Canada)
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Most-cited papers
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning
2020 · 12 citations
Learning Structured Communication for Multi-agent Reinforcement Learning
2020 · 7 citations
Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering
2019 · 2 citations
Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization
2025
Physics-informed Neural-operator Predictive Control for Drag Reduction in Turbulent Flows
2025
Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2)
2025
HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem
2020
Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models
2024
Top co-authors
Hongyuan Zha
· 4
Wenhao Li
· 3
Bo Jin
· 2
Xiangfeng Wang
· 2
Anima Anandkumar
· 1
Bin Zhao
· 1
Bo Jin
· 1
Bo Zheng
· 1
Chenjia Bai
· 1
Di Zhou
· 1
Han Lu
· 1
H. Jane Bae
· 1
Topics
Model-Based RL
Policy Gradient
Multi-Agent
RLHF & Alignment
Meta-RL
Value-Based