Combining Reinforcement Learning with Supervised Learning for Sepsis Treatment.
Thanh Cong DoHyung Jeong YangSeok Bong YooIn-Jae OhPublished in: SMA (2020)
Keyphrases
- reinforcement learning
- supervised learning
- temporal difference
- learning tasks
- unsupervised learning
- state space
- learning algorithm
- training set
- learning problems
- function approximation
- training examples
- kernel based learning
- initial stage
- statistical learning
- markov decision processes
- semi supervised
- dynamic programming
- learning process
- training data
- labeled data
- policy search
- machine learning
- temporal difference learning
- search engine
- supervised classification
- active learning
- decision trees
- multiple instance learning
- action selection
- optimal control
- reinforcement learning algorithms
- reinforcement learning methods
- semi supervised learning
- transition model
- medical images
- data sets