Ahmet Bilgehan Serçe

Waypoint Navigation of a 2D Drone in Stochastic Environment via Regularised Proximal Policy Optimisation

ABSTRACT Autonomous navigation of aerial vehicles under stochastic wind disturbances is a challenging control problem that classical fixed‐gain methods struggle to handle reliably. We present a three‐stage training pipeline that combines imitation learning and reinforcement learn...