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Maonan Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Maonan Wang
6
papers ·
14
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments
2024 · 7 citations
iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement
2024 · 3 citations
ADLight: A Universal Approach of Traffic Signal Control with Augmented Data Using Reinforcement Learning
2022 · 2 citations
UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control
2023 · 1 citations
VLMLight: Safety-Critical Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning Architecture
2025
Top co-authors
Man-On Pun
· 5
Yuheng Kan
· 4
Aoyu Pang
· 3
Chung Shue Chen
· 3
Chengcheng Xu
· 2
Xi Xiong
· 2
Bo Huang
· 1
Xi Xiong
· 1
Yirong Chen
· 1
Yutong Xu
· 1
Yuxin Cai
· 1
Topics
Model-Based RL
Safe RL
Multi-Agent
Value-Based
RLHF & Alignment
Meta-RL
Policy Gradient