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Ziyue Li — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ziyue Li
19
papers ·
56
citations ·
13
h-index
Boston University · University of Massachusetts Boston
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control
2024 · 17 citations
DTPPO: Dual-Transformer Encoder-based Proximal Policy Optimization for Multi-UAV Navigation in Unseen Complex Environments
2024 · 4 citations
PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning
2023 · 1 citations
X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner
2024 · 1 citations
DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge
2023
GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents
2024
Top co-authors
Rui Zhao
· 6
Hangyu Mao
· 5
Jingqing Ruan
· 4
Hua Wei
· 3
Xuantang Xiong
· 3
Bin Zhang
· 1
Hao Chen
· 1
Junge Zhang
· 1
Yiqun Chen
· 1
Yuheng Cheng
· 1
Zhen Xiao
· 1
Zhiwei Xu
· 1
Topics
Model-Based RL
Multi-Agent
Policy Gradient
Offline RL
Value-Based
Meta-RL
Exploration