Optimal Learning for Nonlinear Parametric Belief Models Over Multidimensional Continuous Spaces.
Xinyu HeYangzhou HuWarren B. PowellPublished in: SIAM J. Optim. (2018)
Keyphrases
- learning algorithm
- discrete data
- learning systems
- learning process
- learned models
- structured prediction
- hidden variables
- learning models
- learning tasks
- reinforcement learning
- prior knowledge
- statistical models
- multi dimensional
- probabilistic model
- unsupervised learning
- generative model
- optimal control
- model selection
- piecewise linear
- inductive inference
- active learning