自动驾驶赛车规划与控制系统

D. Caporale, A. Fagiolini, L. Pallottino, A. Settimi, Andrea Biondo, Francesco Amerotti, Federico Massa, S. A. Caro, Andrea Corti, Luca Venturini
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引用次数: 18

摘要

自动机器人将很快以自动驾驶汽车的形式进入我们的日常生活。这些车辆被设计成根据特定的合作规则(如交通规则)行事,并对可能发生但本质上是可预测的事件做出反应,例如行人突然穿过街道,或另一辆汽车失去控制。随着民用自动驾驶汽车将横穿马路,赛车也在开发中,这将需要高级人工智能驾驶员在结构化但不确定的条件下表现出色。我们描述了在计划和控制系统的开发过程中获得的一些初步结果,作为竞争场景中人工智能驱动程序的关键要素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Planning and Control System for Self-Driving Racing Vehicles
Autonomous robots will soon enter our everyday life as self-driving cars. These vehicles are designed to behave according to certain sets of cooperative rules, such as traffic ones, and to respond to events that might be unpredictable in their occurrence but predictable in their nature, such as a pedestrian suddenly crossing a street, or another car losing control. As civilian autonomous cars will cross the road, racing autonomous cars are under development, which will require superior Artificial Intelligence Drivers to perform in structured but uncertain conditions. We describe some preliminary results obtained during the development of a planning and control system as key elements of an Artificial Intelligence driver for the competition scenario.
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