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Reinforcement Learning for Autonomous Aircraft Control and Aerial Maneuvering in Simulated Environments

Shili, Mehdi2026

This thesis explores reinforcement learning for autonomous airplane navigation in a Unity-based simulation. Using Proximal Policy Optimization (PPO), the agent learns to fly, avoid obstacles, and reach targets through continuous control. A combination of environment design and reward shaping was …

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