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Xianyue Peng — most-cited papers & profile · Reinforcement Learning
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Xianyue Peng
4
papers ·
16
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
CycLight: learning traffic signal cooperation with a cycle-level strategy
2024 · 15 citations
Combat Urban Congestion via Collaboration: Heterogeneous GNN-based MARL for Coordinated Platooning and Traffic Signal Control
2023 · 1 citations
A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach
2025
Joint Optimization of Traffic Signal Control and Vehicle Routing in Signalized Road Networks using Multi-Agent Deep Reinforcement Learning
2023
Top co-authors
Gengyue Han
· 2
Hang Gao
· 1
Hang Gao
· 1
Hao Wang
· 1
Hao Wang
· 1
Hao Wang
· 1
H. Michael Zhang
· 1
H. Michael Zhang
· 1
Michael Zhang
· 1
Shenyang Chen
· 1
Shenyang Chen
· 1
Xiaohan Liu
· 1
Topics
Multi-Agent
Model-Based RL
Policy Gradient
Value-Based