A Universal Offline Reinforcement Learning Model for Adaptive Traffic Signal Control at Heterogeneous Intersections

Author:

Lu Jiaming,Zeng Ying,Xiao Feng

Publisher

Elsevier BV

Reference45 articles.

1. Reinforcement Learning Benchmarks for Traffic Signal Control;J Ault;Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks,2021

2. Traffic Signal Control Using Hybrid Action Space Deep Reinforcement Learning;S Bouktif;Sensors,2021

3. Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control;C Chen;Proceedings of the AAAI Conference on Artificial Intelligence,2020

4. Decision Transformer: Reinforcement Learning via Sequence Modeling;L Chen;Advances in Neural Information Processing Systems,2021

5. A Collaborative Communication-Qmix Approach for Large-scale Networked Traffic Signal Control;X Chen;2021 IEEE International Intelligent Transportation Systems Conference (ITSC),2021

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