Optimization of Molecules via Deep Reinforcement Learning.
Zhenpeng ZhouSteven M. KearnesLi LiRichard N. ZarePatrick RileyPublished in: CoRR (2018)
Keyphrases
- reinforcement learning
- optimization algorithm
- optimization problems
- discrete optimization
- optimization model
- optimal policy
- constrained optimization
- optimization process
- global optimization
- function approximation
- optimization method
- action selection
- model free
- radial basis function
- data sets
- cost function
- information systems
- machine learning
- neural network