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Tianyu Shi — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Tianyu Shi
9
papers ·
18
citations ·
0
h-index
University of Toronto · Jilin University · Soochow University · Jilin Jianzhu University · Wuxi People's Hospital
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Most-cited papers
Efficient Connected and Automated Driving System with Multi-agent Graph Reinforcement Learning
2020 · 8 citations
Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model
2022 · 3 citations
WILD-SCAV: Benchmarking FPS Gaming AI on Unity3D-based Environments
2022 · 2 citations
Improving the generalizability and robustness of large-scale traffic signal control
2023 · 2 citations
Human-centric Reward Optimization for Reinforcement Learning-based Automated Driving using Large Language Models
2024 · 2 citations
A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning
2023 · 1 citations
Meta-Learning Reinforcement Learning for Crypto-Return Prediction
2025
Top co-authors
Alaa Khamis
· 1
Alex Lee
· 1
Baher Abdulhai
· 1
Boyue Wang
· 1
Chuhan Cheng
· 1
Chujie Tian
· 1
Denis Larocque
· 1
Francois-Xavier Devailly
· 1
Guanyu Liu
· 1
Jian Song
· 1
Jianxiong Li
· 1
Jiawei Wang
· 1
Topics
Multi-Agent
Model-Based RL
Safe RL
RLHF & Alignment
Meta-RL
Policy Gradient
Game AI
Exploration
Value-Based
Offline RL