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Man-On Pun — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Man-On Pun
8
papers ·
18
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
Fairness-Oriented User Scheduling for Bursty Downlink Transmission Using Multi-Agent Reinforcement Learning
2020 · 3 citations
iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement
2024 · 3 citations
Rényi State Entropy for Exploration Acceleration in Reinforcement Learning
2022 · 2 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
ReasonLight: A Multimodal Foundation Model-Enhanced Reinforcement Learning Framework for Zero-Shot Traffic Signal Control
2026
VLMLight: Safety-Critical Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning Architecture
2025
Top co-authors
Maonan Wang
· 5
Aoyu Pang
· 4
Chung Shue Chen
· 4
Yuheng Kan
· 4
Chengcheng Xu
· 2
Mingqi Yuan
· 2
Xi Xiong
· 2
Bo Huang
· 1
Dong Wang
· 1
Maonan Wang
· 1
Qi Cao
· 1
Xi Xiong
· 1
Topics
Model-Based RL
Safe RL
RLHF & Alignment
Multi-Agent
Value-Based
Meta-RL
Exploration
Policy Gradient