Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning.
Xuefeng PengYi DingDavid WihlOmer GottesmanMatthieu KomorowskiLi-Wei H. LehmanAndrew Slavin RossAldo FaisalFinale Doshi-VelezPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- function approximation
- learning agents
- multi agent
- exploration strategy
- state space
- reinforcement learning algorithms
- optimal control
- deep learning
- machine learning
- optimal strategy
- control strategies
- search strategies
- transfer learning
- support vector machine
- initial stage
- dynamic programming
- medical treatment
- sparse kernel