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Xingshuai Huang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xingshuai Huang
5
papers ·
13
citations ·
4
h-index
McGill University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control
2021 · 12 citations
Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach
2023 · 1 citations
DRDT3: Diffusion-Refined Decision Test-Time Training Model
2025
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning
2024
Top co-authors
di Wu
· 4
and Benoit Boulet
· 2
Benoit Boulet
· 2
Michael Jenkin
· 1
Topics
Model-Based RL
Offline RL
Meta-RL
Value-Based