Reinforcement Learning-based Wavefront Sensorless Adaptive Optics Approaches for Satellite-to-Ground Laser Communication

no code implementations • 13 Mar 2023 • Payam Parvizi, Runnan Zou, Colin Bellinger, Ross Cheriton, Davide Spinello

We propose the use of reinforcement learning (RL) to reduce the latency, size and cost of the system by up to $30-40\%$ by learning a control policy through interactions with a low-cost quadrant photodiode rather than a wavefront phase profiling camera.

Reinforcement Learning (RL)