论文标题

加强与AI的飞行训练,以有效地培训飞行员

Augmenting Flight Training with AI to Efficiently Train Pilots

论文作者

Guevarra, Michael, Das, Srijita, Wayllace, Christabel, Epp, Carrie Demmans, Taylor, Matthew E., Tay, Alan

论文摘要

我们建议一位基于AI的飞行员培训师,以帮助学生学习如何驾驶飞机。首先,AI代理使用行为克隆从合格的飞行教练那里学习飞行演习。后来,该系统使用代理商的决定来检测学生的错误并提供反馈,以帮助学生纠正错误。本文介绍了飞行员培训师的实例化。我们专注于通过向人类学生提供形成性的反馈来进行直接和水平的飞行演习。

We propose an AI-based pilot trainer to help students learn how to fly aircraft. First, an AI agent uses behavioral cloning to learn flying maneuvers from qualified flight instructors. Later, the system uses the agent's decisions to detect errors made by students and provide feedback to help students correct their errors. This paper presents an instantiation of the pilot trainer. We focus on teaching straight and level flying maneuvers by automatically providing formative feedback to the human student.

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