An Adaptive Sampling and Domain Learning Strategy for Multivariate Function Approximation on Unknown Domains.
Ben AdcockJuan M. CardenasNick C. DexterPublished in: SIAM J. Sci. Comput. (2023)
Keyphrases
- learning strategies
- function approximation
- reinforcement learning
- temporal difference learning algorithms
- learning tasks
- temporal difference
- radial basis function
- online learning
- temporal difference learning
- transfer learning
- active learning
- function approximators
- neural network
- learning capabilities
- feature selection
- basis functions
- monte carlo
- linear combination
- image classification
- artificial neural networks
- model free
- training data
- reinforcement learning algorithms
- multimedia
- data mining
- data sets