Smart multi-agent traffic coordinator for autonomous vehicles at intersections

Imad Lamouik, Ali Yahyaouy, M. A. Sabri
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引用次数: 19

Abstract

Intersections are not only a scene to daily car accidents (rear-end collisions and side impacts…) but also a big cause for anger and frustration to many drivers, making the driving task difficult and dangerous. In this research, we proposed a smart multi-agent system to coordinate traffic in intersections for autonomous vehicles using reinforced learning and deep neural networks, this system will offer the possibility for a safe and fast passage through intersections without the need for human control.
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交叉口自动驾驶车辆的智能多智能体交通协调器
十字路口不仅是日常交通事故(追尾和侧面碰撞……)的一个场景,也是许多司机愤怒和沮丧的一个重要原因,使驾驶任务变得困难和危险。在这项研究中,我们提出了一个智能多智能体系统,利用强化学习和深度神经网络来协调自动驾驶汽车在十字路口的交通,该系统将提供安全快速通过十字路口的可能性,而无需人工控制。
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