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Junjie Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Junjie Wang
90
papers ·
775
citations ·
10
h-index
Ningbo University · Hunan University of Science and Technology · Anhui Agricultural University · Harbin Institute of Technology · University of Maryland Extension · Heilongjiang Institute of Technology · Zhejiang University · Tsinghua University
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Most-cited papers
Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints
2019 · 160 citations
Internalize the Temperature: On-Policy Self-Distillation as Policy Reheater for Reinforcement Learning
2026
SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating
2026
CTRL-RAG: Contrastive Likelihood Reward Based Reinforcement Learning for Context-Faithful RAG Models
2026
Robust Multi-agent Communication Based on Decentralization-Oriented Adversarial Training
2025
Dynamic Horizon Value Estimation for Model-based Reinforcement Learning
2020
Benchmarking Lane-changing Decision-making for Deep Reinforcement Learning
2021
Prototypical context-aware dynamics generalization for high-dimensional model-based reinforcement learning
2022
Top co-authors
Dongbin Zhao
· 4
Qichao Zhang
· 4
Dan Yang
· 2
Jian Wang
· 2
Jianye Hao
· 2
Jie Feng
· 2
Jinjie Gu
· 2
Yue Shen
· 2
Yujiu Yang
· 2
Bin Wang
· 1
Chufan Shi
· 1
Dingdong Wang
· 1
Topics
Value-Based
cs.CL
cs.LG
cs.AI
Multi-Agent
Safe RL
Model-Based RL
Policy Gradient