Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications.
Mila NambiarSupriyo GhoshPriscilla OngYu En ChanYong Mong BeePavitra KrishnaswamyPublished in: KDD (2023)
Keyphrases
- reinforcement learning
- real world
- wide range
- global optimization
- optimization algorithm
- constrained optimization
- function approximation
- synthetic data
- data sets
- model free
- optimization method
- real life
- data mining
- least squares
- optimal policy
- case study
- e learning
- genetic algorithm
- optimization model
- database
- medical treatment
- acute myeloid