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Traffic flow control using multi-agent reinforcement learning

  • Published:2022-11 Issue: Volume:207 Page:103497
  • ISSN:1084-8045
  • Container-title:Journal of Network and Computer Applications
  • language:en
  • Short-container-title:Journal of Network and Computer Applications

Author:

Zeynivand A.,Javadpour A.,Bolouki S.,Sangaiah A.K.,Ja’fari F.,Pinto P.,Zhang W.

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture

Reference22 articles.

1. Hierarchical traffic signal optimization using reinforcement learning and traffic prediction with long-short term memory;Abdoos;Expert Syst. Appl.,2021

2. A real-time network-level traffic signal control methodology with partial connected vehicle information;Al Islam;Transp. Res. C,2020

3. An efficient adaptive traffic light control system for urban road traffic congestion reduction in smart cities;Aleko;Information,2020

4. Multi-agent deep reinforcement learning for large-scale traffic signal control;Chu;IEEE Trans. Intell. Transp. Syst.,2019

5. Cooperative deep Q-learning with Q-value transfer for multi-intersection signal control;Ge;IEEE Access,2019
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