CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection.
Quanfu FanYilai LiYuguang YaoJohn CohnSijia LiuZiping XuSeychelle M. VosMichael A. CianfroccoPublished in: WACV (2024)
Keyphrases
- data collection
- reinforcement learning
- expectation maximization
- collecting data
- function approximation
- sensor networks
- data analysis
- state space
- collected data
- generative model
- em algorithm
- probabilistic model
- multi agent
- temporal difference
- optimal policy
- learning algorithm
- electron microscopy
- unsupervised learning
- transition model
- database
- robotic control
- reinforcement learning algorithms
- stochastic approximation
- model free
- markov decision processes
- learning process
- optimal control
- density estimation
- transfer learning
- action space
- control policy
- maximum likelihood
- reinforcement learning methods
- least squares
- wireless sensor networks
- policy search
- machine learning