Deep Reinforcement Learning and Simulation as a Path Toward Precision Medicine.
Brenden K. PetersenJiachen YangWill S. GrathwohlChase CockrellClaudio SantiagoGary AnDaniel M. FaissolPublished in: J. Comput. Biol. (2019)
Keyphrases
- reinforcement learning
- function approximation
- simulation model
- mathematical model
- real robot
- machine learning
- state space
- optimal policy
- shortest path
- reinforcement learning algorithms
- temporal difference
- precision and recall
- numerical simulations
- neural network
- supervised learning
- dynamic programming
- hidden markov models
- learning algorithm
- data mining