Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning.
Flemming KondrupThomas JiralerspongElaine LauNathan de LaraJacob ShkrobMy Duc TranDoina PrecupSumana BasuPublished in: AAAI (2023)
Keyphrases
- reinforcement learning
- function approximation
- state space
- markov decision processes
- real time
- reinforcement learning algorithms
- temporal difference
- model free
- dynamic programming
- optimal policy
- transfer learning
- optimal control
- multi agent
- medical care
- learning problems
- finite element model
- autonomous learning
- multi agent reinforcement learning
- learning classifier systems
- learning algorithm
- machine learning
- data sets