[21a-221B-1~7] 4.3 Ultrafast Optics and Photonics

▲ [21a-221B-6] Coherent Beam Combination via deep reinforcement learning

〇Henrik Tuennermann¹, Akira Shirakawa¹ (1.Institute for Laser Science, University of Electro-Communicaitons)

Keywords:Coherent Beam Combining, Deep Learning, Artificial Intelligence

Coherent beam combining is a major method for laser power scaling. We show how its phase stabilization can be realized by end-to-end deep reinforcement learning agent, which learned how it from scratch.