Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning.
Flemming KondrupThomas JiralerspongElaine LauNathan de LaraJacob ShkrobMy Duc TranDoina PrecupSumana BasuPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- function approximation
- state space
- medical treatment
- mechanical design
- model free
- learning algorithm
- reinforcement learning algorithms
- real time
- optimal control
- robotic control
- markov decision processes
- transfer learning
- temporal difference
- temporal difference learning
- machine learning
- neural network
- optimal policy
- supervised learning
- robot control
- markov decision process
- deep learning
- learning agents
- quantum mechanics
- dynamic programming