Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Chung Shue Chen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Chung Shue Chen
5
papers ·
10
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
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
Aoyu Pang
· 5
Maonan Wang
· 5
Man-On Pun
· 4
Yuheng Kan
· 2
and Man-On Pun
· 1
Bo Huang
· 1
Changle Li
· 1
Wenwei Yue
· 1
Xi Xiong
· 1
Yirong Chen
· 1
Yuejiao Xie
· 1
Yuxin Cai
· 1
Topics
cs.AI
Safe RL
Model-Based RL
RLHF & Alignment
cs.LG
Meta-RL
Multi-Agent
Policy Gradient