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Towards Generalisable and Explainable Traffic Signal Control via Deep Reinforcement Learning and Large Language Models

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Published in:CAAI Transactions on Intelligence Technology
Format: Online Article RSS Article
Published: 2026
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container_title CAAI Transactions on Intelligence Technology
description
discipline_display Artificial Intelligence
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journal_source_facet CAAI Transactions on Intelligence Technology
last_indexed 2026-06-20T21:40:56.151Z
publishDate 2026
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spellingShingle Towards Generalisable and Explainable Traffic Signal Control via Deep Reinforcement Learning and Large Language Models
Artificial Intelligence
General
Artificial Intelligence
sub_discipline_display General
sub_discipline_facet General
subject_display Artificial Intelligence
General
Artificial Intelligence
subject_facet Artificial Intelligence
General
Artificial Intelligence
title Towards Generalisable and Explainable Traffic Signal Control via Deep Reinforcement Learning and Large Language Models
title_alt Hacia el control de semáforos generalizable y explicable mediante aprendizaje por refuerzo profundo y modelos de lenguaje grandes
Vers un contrôle de feux de circulation généralisable et explicable via l'apprentissage par renforcement profond et les grands modèles de langage
Rumo ao Controle de Sinais de Trânsito Generalizável e Explicável via Aprendizado por Reforço Profundo e Grandes Modelos de Linguagem
title_auth Towards Generalisable and Explainable Traffic Signal Control via Deep Reinforcement Learning and Large Language Models
title_es_txt Hacia el control de semáforos generalizable y explicable mediante aprendizaje por refuerzo profundo y modelos de lenguaje grandes
title_fr_txt Vers un contrôle de feux de circulation généralisable et explicable via l'apprentissage par renforcement profond et les grands modèles de langage
title_full Towards Generalisable and Explainable Traffic Signal Control via Deep Reinforcement Learning and Large Language Models
title_fullStr Towards Generalisable and Explainable Traffic Signal Control via Deep Reinforcement Learning and Large Language Models
title_full_unstemmed Towards Generalisable and Explainable Traffic Signal Control via Deep Reinforcement Learning and Large Language Models
title_pt_txt Rumo ao Controle de Sinais de Trânsito Generalizável e Explicável via Aprendizado por Reforço Profundo e Grandes Modelos de Linguagem
title_short Towards Generalisable and Explainable Traffic Signal Control via Deep Reinforcement Learning and Large Language Models
title_sort towards generalisable and explainable traffic signal control via deep reinforcement learning and large language models
topic Artificial Intelligence
General
Artificial Intelligence
url https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/cit2.70113?af=R