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Tianyu Shi — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Tianyu Shi
30
papers ·
69
citations ·
0
h-index
University of Toronto · Soochow University · Jilin Jianzhu University · Wuxi People's Hospital
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Driving Decision and Control for Autonomous Lane Change based on Deep Reinforcement Learning
2019 · 18 citations
Efficient Connected and Automated Driving System with Multi-agent Graph Reinforcement Learning
2020 · 8 citations
Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information
2024 · 5 citations
Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model
2022 · 3 citations
Towards Modern Card Games with Large-Scale Action Spaces Through Action Representation
2022 · 2 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
Individual Control Barrier Functions-Guided Diffusion Model for Safe Offline Multi-Agent Reinforcement Learning
2026
ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning
2026
DynaWeb: Model-Based Reinforcement Learning of Web Agents
2026
Meta-Learning Reinforcement Learning for Crypto-Return Prediction
2025
A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models
2025
FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system
2024
Top co-authors
Eric Yang
· 2
Lewei He
· 2
Lynn Ai
· 2
Yangfan He
· 2
Bin Lei
· 1
Chunkit Chan
· 1
Ding Huang
· 1
Hang Ding
· 1
Jiahui Pan
· 1
Jianhui Wang
· 1
Jian Song
· 1
Jiaqi Huang
· 1
Topics
Model-Based RL
Multi-Agent
Safe RL
RLHF & Alignment
cs.LG
Value-Based
Game AI
cs.AI
Meta-RL
Exploration