Optimizing High- Throughput Capabilities by Leveraging Reinforcement Learning Methods with the Bluesky Suite.
Daniel OldsDaniel B. AllanThomas A. CaswellJoshua K. LynchPhillip M. MaffettoneStuart I. CampbellPublished in: XLOOP@SC (2021)
Keyphrases
- high throughput
- reinforcement learning methods
- reinforcement learning
- genome wide
- microarray
- dynamical systems
- biological data
- reinforcement learning algorithms
- systems biology
- protein protein interactions
- data acquisition
- control problems
- model free
- mass spectrometry data
- control strategies
- action space
- learning agent
- neural network
- automated image analysis
- data mining
- support vector machine svm
- dynamic environments
- high speed
- image analysis
- proteomic data