Adaptive optics control with multi-agent model-free reinforcement learning

Closed Loop Predictive Control of Adaptive Optics Systems with Convolutional Neural Networks

(2021) Robin Swanson et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Adaptive optics control using model-based reinforcement learning

(2021) Jalo Nousiainen et al.   OPTICS EXPRESS

Accelerating Neural Network Inference on FPGA-Based Platforms—A Survey

(2021) Ran Wu et al.   Electronics

Nonlinear wavefront reconstruction with convolutional neural networks for Fourier-based wavefront sensors

(2020) R. Landman et al.   OPTICS EXPRESS

Wavefront prediction using artificial neural networks for open-loop adaptive optics

(2020) Xuewen Liu et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Numerical estimation of wavefront error breakdown in adaptive optics

(2018) F. Ferreira et al.   ASTRONOMY & ASTROPHYSICS

Towards an automatic wind speed and direction profiler for Wide Field adaptive optics systems

(2018) G Sivo et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Numerical estimation of wavefront error breakdown in adaptive optics

(2018) F. Ferreira et al.   ASTRONOMY & ASTROPHYSICS

Deep reinforcement learning for de novo drug design

(2018) Mariya Popova et al.   Science Advances

Build the Structure of WFSless AO System Through Deep Reinforcement Learning

(2018) K. Hu et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

Self-learning control for wavefront sensorless adaptive optics system through deep reinforcement learning

(2018) Hu Ke et al.   OPTIK

First on-sky SCAO validation of full LQG control with vibration mitigation on the CANARY pathfinder

(2014) Gaetano Sivo et al.   OPTICS EXPRESS

Fast computation of an optimal controller for large-scale adaptive optics

(2011) Paolo Massioni et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION

Linear quadratic Gaussian control for adaptive optics and multiconjugate adaptive optics: experimental and numerical analysis

(2009) Cyril Petit et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION