Challenges and opportunities of using reinforcement learning to optimize behavioral health interventions delivered via smartphones.
Caroline A. FigueroaAdrián AguileraBibhas ChakrabortyArghavan ModiriJai AggarwalNina DeliuUrmimala SarkarJoseph Jay WilliamsCourtney R. LylesPublished in: AMIA (2020)
Keyphrases
- reinforcement learning
- function approximation
- mobile devices
- health informatics
- open issues
- lessons learned
- key issues
- learning algorithm
- reinforcement learning algorithms
- optimal policy
- technical challenges
- real world
- mobile applications
- markov decision processes
- challenges facing
- model free
- transfer learning
- state space
- multi agent
- genetic algorithm
- machine learning