4 papers
An Automatic Ground Collision Avoidance System with Reinforcement Learning
Seyyid Osman Sevgili, Atahan Cilan, Mahir Demir +2
This article evaluates an artificial intelligence (AI)-based Automatic Ground Collision Avoidance System (AGCAS) designed for advanced jet trainers to enhance operational effective…
An Aircraft Upset Recovery System with Reinforcement Learning
Mahir Demir, Atahan Cilan, Seyyid Osman Sevgili +2
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 effor…
Perfecting Aircraft Maneuvers with Reinforcement Learning
Atahan Cilan, Mahir Demir, Ãzgün Can Yürütken +2
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…
Learning Controllable and Diverse Player Behaviors in Multi-Agent Environments
Atahan Cilan, Atay Ãzgövde
This paper introduces a reinforcement learning framework that enables controllable and diverse player behaviors without relying on human gameplay data. Existing approaches often re…