Keywords: proximal policy optimisation
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Journal Articles
Proceedings of the Institution of Civil Engineers - Transport 1–20.
Published: 29 January 2026
... accessibility. An adaptive reinforcement learning framework based on proximal policy optimisation ( PPO ) is proposed, featuring enhanced policy updates and adaptive exploration. Computational results show that both MIPM and PPO outperform Deep Q Network algorithms across scales. For large-scale problems...

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