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Xuan Di — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xuan Di
9
papers ·
51
citations ·
33
h-index
South China Normal University · Columbia University
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Semantic Scholar ↗
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Most-cited papers
CVLight: Decentralized Learning for Adaptive Traffic Signal Control with Connected Vehicles
2021 · 1 citations
Do Math Reasoning LLMs Help Predict the Impact of Public Transit Events?
2025
Federated Hierarchical Reinforcement Learning for Adaptive Traffic Signal Control
2025
Optimal Passenger-Seeking Policies on E-hailing Platforms Using Markov Decision Process and Imitation Learning
2019
Reward Design for Driver Repositioning Using Multi-Agent Reinforcement Learning
2020
Multi-Agent Reinforcement Learning for Markov Routing Games: A New Modeling Paradigm For Dynamic Traffic Assignment
2020
Learn to Tour: Operator Design For Solution Feasibility Mapping in Pickup-and-delivery Traveling Salesman Problem
2024
Top co-authors
Yongjie Fu
· 3
Zhenyu Shou
· 3
Bowen Fang
· 2
Xu Chen
· 2
Hongtu Zhu
· 1
Hua Zhang
· 1
Jieping Ye
· 1
Kangrui Ruan
· 1
Lingyun Zhong
· 1
Mobin Zhao
· 1
Robert Hampshire
· 1
Ruijian Zha
· 1
Topics
Multi-Agent
Model-Based RL
Value-Based
Safe RL
Policy Gradient
cs.AI
Exploration
Game AI