Towards Augmented Microscopy with Reinforcement Learning-Enhanced Workflows.
Michael XuAbinash KumarJames M. LeBeauPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- image analysis
- function approximation
- state space
- web services
- learning algorithm
- robotic control
- reinforcement learning algorithms
- action selection
- model free
- business processes
- optimal control
- data processing
- temporal difference
- scientific workflows
- temporal difference learning
- neural network
- business process
- markov decision processes
- high throughput
- least squares
- case study
- microscopy images
- cell nuclei
- reinforcement learning methods