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Tianyu Shi — most-cited papers & profile · Large Language Models
← 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
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
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
Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows
2025
Gradientsys: A Multi-Agent LLM Scheduler with ReAct Orchestration
2025
Topics
Multi-Agent
Model-Based RL
Safe RL
RLHF & Alignment
cs.AI
Meta-RL
cs.MA
Policy Gradient
Game AI
Exploration