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Xiaoyu Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xiaoyu Wang
43
papers ·
142
citations ·
4
h-index
University of Toronto · Hudbay Minerals (Canada)
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Semantic Scholar ↗
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Most-cited papers
Dream to Chat: Model-based Reinforcement Learning on Dialogues with User Belief Modeling
2025
Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens
2025
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
2020
Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization
2022
Perimeter Control Using Deep Reinforcement Learning: A Model-free Approach towards Homogeneous Flow Rate Optimization
2023
Generalized Multi-hop Traffic Pressure for Heterogeneous Traffic Perimeter Control
2024
Mitigating Partial Observability in Adaptive Traffic Signal Control with Transformers
2024
Multi-hop Upstream Anticipatory Traffic Signal Control with Deep Reinforcement Learning
2024
Top co-authors
Scott Sanner
· 6
Dan Wang
· 1
Hongtu Zhu
· 1
Hyunwoo Kim
· 1
Jieping Ye
· 1
Luo Ji
· 1
Qingqing Gu
· 1
Rui Song
· 1
Teng Chen
· 1
Yong Chen
· 1
Yue Zhao
· 1
Zhonglin Jiang
· 1
Topics
Model-Based RL
Value-Based
Exploration
Safe RL
Policy Gradient
Offline RL
Multi-Agent