A reinforcement learning application of a guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy.
Azar Sadeghnejad-BarkousaraieGyanendra BoharaSteve B. JiangDan NguyenPublished in: Mach. Learn. Sci. Technol. (2021)
Keyphrases
- monte carlo
- monte carlo tree search
- tree search algorithm
- reinforcement learning
- temporal difference
- radiation therapy
- particle filter
- markov chain
- reinforcement learning methods
- function approximation
- variance reduction
- evaluation function
- tree search
- state space
- np hard
- optimal control
- treatment planning
- temporal difference learning
- objective function
- genetic algorithm