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English(EN) An Aircraft Upset Recovery System with Reinforcement Learning

AI使用强化学习进行飞机失控恢复和防撞

研究人员开发了两个独立的、使用强化学习的先进喷气教练机AI系统。其中一个系统是“飞行员激活恢复系统”(PARS),旨在通过提供AI驱动的恢复机动来提高运行效率。另一个系统是“自动地面防撞系统”(AGCAS),它使用地形服务器数据来防止坠毁。两个系统都经过领域专家的评估,与传统方法相比显示出有希望的结果。 AI

影响 这些AI系统可以显著提高先进喷气教练机的飞行安全性和运行能力。

排序理由 两篇学术论文详细介绍了用于飞机安全和恢复的AI系统。

在 arXiv cs.LG 阅读 →

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AI使用强化学习进行飞机失控恢复和防撞

报道来源 [4]

  1. arXiv cs.LG TIER_1 English(EN) · Mahir Demir, Atahan Cilan, Seyyid Osman Sevgili, \"Ozg\"un Can Y\"ur\"utken, \"Umit Can Bekar ·

    An Aircraft Upset Recovery System with Reinforcement Learning

    arXiv:2604.24355v1 Announce Type: new Abstract: This article explores the progress made in the creation of a pilot activated recovery system (PARS) for advanced jet trainers that utilizes artificial intelligence (AI) in an effort to enhance operational efficiency. The PARS model …

  2. arXiv cs.LG TIER_1 English(EN) · Seyyid Osman Sevgili, Atahan Cilan, Mahir Demir, \"Ozg\"un Can Y\"ur\"utken, \"Umit Can Bekar ·

    An Automatic Ground Collision Avoidance System with Reinforcement Learning

    arXiv:2604.24403v1 Announce Type: new Abstract: This article evaluates an artificial intelligence (AI)-based Automatic Ground Collision Avoidance System (AGCAS) designed for advanced jet trainers to enhance operational effectiveness. In the continuously evolving field of aerospac…

  3. arXiv cs.LG TIER_1 English(EN) · Ümit Can Bekar ·

    An Automatic Ground Collision Avoidance System with Reinforcement Learning

    This article evaluates an artificial intelligence (AI)-based Automatic Ground Collision Avoidance System (AGCAS) designed for advanced jet trainers to enhance operational effectiveness. In the continuously evolving field of aerospace engineering, the integration of AI is crucial …

  4. arXiv cs.LG TIER_1 English(EN) · Ümit Can Bekar ·

    An Aircraft Upset Recovery System with Reinforcement Learning

    This article explores the progress made in the creation of a pilot activated recovery system (PARS) for advanced jet trainers that utilizes artificial intelligence (AI) in an effort to enhance operational efficiency. The PARS model employs an advanced reinforcement learning (RL) …