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Aoyu Pang — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Aoyu Pang
5
papers ·
10
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
ReasonLight: A Multimodal Foundation Model-Enhanced Reinforcement Learning Framework for Zero-Shot Traffic Signal Control
2026
Heterogeneous Vertiport Selection Optimization for On-Demand Air Taxi Services: A Deep Reinforcement Learning Approach
2026
VLMLight: Safety-Critical Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning Architecture
2025
Top co-authors
Chung Shue Chen
· 5
Man-On Pun
· 4
Maonan Wang
· 3
Yuheng Kan
· 2
and Man-On Pun
· 1
Bo Huang
· 1
Changle Li
· 1
Maonan Wang
· 1
Maonan Wang
· 1
Wenwei Yue
· 1
Xi Xiong
· 1
Yirong Chen
· 1
Topics
Model-Based RL
Safe RL
RLHF & Alignment
Multi-Agent
Value-Based
Meta-RL
Policy Gradient