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

Yingyi Kuang, George Vogiatzis, STEVEN XIAOTIAN DAI and Maria Chli

White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 2026

Citation

Yingyi Kuang, George Vogiatzis, STEVEN XIAOTIAN DAI and Maria Chli. “When Memory Matters: An Evaluation of LSTM-Based Multi-Agent Learning for Multi-Intersection Traffic Signal Control.” White Rose Research Online (University of Leeds, The University of Sheffield, University of York). 2026.

BibTeX
@article{kuang2026,
  title     = {When Memory Matters: An Evaluation of LSTM-Based Multi-Agent Learning for Multi-Intersection Traffic Signal Control},
  author    = {Yingyi Kuang and George Vogiatzis and STEVEN XIAOTIAN DAI and Maria Chli},
  journal   = {White Rose Research Online (University of Leeds, The University of Sheffield, University of York)},
  year      = {2026},
}

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