arXiv:2604.24338cs.LG2026-04
用强化学习训练飞机特技动作，助力未来飞行员模拟训练。
Perfecting Aircraft Maneuvers with Reinforcement Learning
- 基于强化学习构建智能飞行代理，自动学习特技飞行动作。
- 在仿真环境中成功完成多种复杂飞机机动动作。
- 适合用于开发针对性的智能飞行训练系统。
本文评估了一种先进喷气式教练机利用人工智能（AI）进行飞机特技动作训练的可行性，旨在开发针对特定飞行动作的AI辅助飞行员训练模块。通过强化学习（RL）代理在仿真环境中对多种飞机机动动作进行了模拟，这些代理可作为未来飞行员的训练工具。
原文摘要 · Abstract (English)
This paper evaluates an advanced jet trainer's utilization of artificial intelligence (AI)-based aircraft aerobatic maneuvers with the intention of developing an AI-assisted pilot training module for specific aircraft maneuvers. A multitude of aircraft maneuvers have been simulated using reinforcement learning (RL) agents, which will serve as a training tool for future pilots.
飞行控制强化学习飞行员训练
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