When Memory Matters: An Evaluation of LSTM-Based Multi-Agent Learning for Multi-Intersection Traffic Signal Control

Kuang, Yingyi, Vogiatzis, George, DAI, STEVEN XIAOTIAN orcid.org/0000-0002-6669-5234 et al. (1 more author) (2026) When Memory Matters: An Evaluation of LSTM-Based Multi-Agent Learning for Multi-Intersection Traffic Signal Control. In: The IEEE International Conference on Intelligent Transportation Systems (ITSC). International Conference on Intelligent Transportation Systems (ITSC). IEEE. (In Press)

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Item Type: Proceedings Paper
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This is an author-produced version of the published paper. Uploaded in accordance with the University’s Research Publications and Open Access policy.

Dates:
  • Accepted: 1 May 2026
  • Published: 18 September 2026
Institution: The University of York
Academic Units: The University of York > Faculty of Sciences (York) > Computer Science (York)
Date Deposited: 17 Jun 2026 14:00
Last Modified: 17 Jun 2026 14:00
Status: In Press
Publisher: IEEE
Series Name: International Conference on Intelligent Transportation Systems (ITSC)
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Filename: ITSC2026_final_submission_20260605.pdf

Description: ITSC2026_MARL_TSC

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