Two-layer coordinated reinforcement learning for traffic signal control in traffic network

Human-level control through deep reinforcement learning

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Artificial Intelligence, Engineering, Deep Reinforcement Learning +3

Reinforcement Learning: An Introduction

Richard S. Sutton, Andy Barto · IEEE Transactions on Neural Networks · 1998 · 26.8K citations

Artificial Intelligence, Engineering, Deep Reinforcement Learning +3

Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments

Ryan Lowe · arXiv (Cornell University) · 2017 · 1K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control

Tianshu Chu, Jie Wang, Lara Codecà et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 923 citations

Artificial Intelligence, Intelligent Traffic Management, Engineering +11

IntelliLight

Hua Wei, Guanjie Zheng, Huaxiu Yao et al. · 2018 · 609 citations

Artificial Intelligence, Intelligent Traffic Management, Engineering +11