4 Artículos

Deep Reinforcement Learning for Vehicle Platooning at a Signalized Intersection in Mixed Traffic with Partial Detection

Acceso

en línea

Hung Tuan Trinh, Sang-Hoon Bae and Duy Quang Tran

The intersection management system can increase traffic capacity, vehicle safety, and the smoothness of all vehicle movement. Platoons of connected vehicles (CVs) use communication technologies to share information with each other and with infrastructure... ver más

Revista: Applied Sciences Formato: Electrónico

Tabla de contenido: Vol: 12 Num: 0 Par: 19 Año: 2022

Proximal Policy Optimization Through a Deep Reinforcement Learning Framework for Multiple Autonomous Vehicles at a Non-Signalized Intersection

Acceso

en línea

Duy Quang Tran and Sang-Hoon Bae

Advanced deep reinforcement learning shows promise as an approach to addressing continuous control tasks, especially in mixed-autonomy traffic. In this study, we present a deep reinforcement-learning-based model that considers the effectiveness of leadin... ver más

Revista: Applied Sciences Formato: Electrónico

Tabla de contenido: Vol: 10 Num: 0 Par: 16 Año: 2020

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