Augmenting Flight Training with AI to Efficiently Train Pilots
نویسندگان
چکیده
We propose an AI-based pilot trainer to help students learn how fly aircraft. First, AI agent uses behavioral cloning flying maneuvers from qualified flight instructors. Later, the system agent's decisions detect errors made by and provide feedback correct their errors. This paper presents instantiation of trainer. focus on teaching straight level automatically providing formative human student.
منابع مشابه
Automated Intelligent Pilots for Combat Flight Simulation
TacAir-Soar is an intelligent, rule-based system that generates believable “human-like” behavior for large scale, distributed military simulations. The innovation of the application is primarily a matter of scale and integration. The system is capable of executing most of the airborne missions that the United States military flies in fixed-wing aircraft. It accomplishes this by integrating a wi...
متن کاملAugmenting AI Coursework Through Undergraduate Research
All courses in Artificial Intelligence are not equal. The topics covered by a course entitled Artificial Intelligence vary widely. The Computing Curricula 2001: Computer Science offers a good deal of flexibility for degree programs to meet the prescribed standard of knowledge units for the field of Intelligent Systems. Most, but not all, Historically Black Colleges and Universities can achieve ...
متن کاملPilots’ Decisions to Continue Visual Flight Rules (VFR) Flight into Adverse Weather: Effects of Distance Traveled and Flight Experience
Visual Flight Rules (VFR) flight into Instrument Meteorological Conditions (IMC) is a major safety hazard within general aviation. In this study, pilots' decisions to continue or divert from a VFR flight into IMC during a dynamic simulation of a crosscountry flight were examined. Pilots encountered IFR conditions either early or later into the flight and the amount of time and distance pilots f...
متن کاملGame Based Training for Fighter Pilots
How could computer games be used to augment training for fighter pilots? This paper is aimed at providing one answer to this research question. Three current methods of training fighter pilots are: working in the actual aircraft, working with high fidelity aircraft simulators, and working with desktop computer based courseware systems. All of these approaches have strengths and weaknesses. This...
متن کاملCognitive aging and flight performances in general aviation pilots.
Unlike professional pilots who are limited by the FAA's age rule, no age limit is defined in general aviation. Our overall goal was to examine how age-related cognitive decline impacts piloting performance and weather-related decision-making. This study relied on three components: cognitive assessment (in particular executive functioning), pilot characteristics (age and flight experience), and ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Proceedings of the ... AAAI Conference on Artificial Intelligence
سال: 2023
ISSN: ['2159-5399', '2374-3468']
DOI: https://doi.org/10.1609/aaai.v37i13.27071