Autofocus by deep reinforcement learning.
Chin-Cheng ChanHomer H. ChenPublished in: Photography, Mobile, and Immersive Imaging (2019)
Keyphrases
- reinforcement learning
- function approximation
- reinforcement learning algorithms
- multi agent reinforcement learning
- deep learning
- markov decision processes
- synthetic aperture radar
- learning algorithm
- learning process
- state space
- supervised learning
- control problems
- temporal difference
- information retrieval
- autonomous learning
- fourier domain
- sar images
- multi agent
- learning problems
- partially observable
- transfer learning
- real robot
- optimal policy
- dynamic programming
- temporal difference learning
- machine learning
- policy search
- robotic control