The Gap between Theory and Practice in Function Approximation with Deep Neural Networks.
Ben AdcockNick C. DexterPublished in: SIAM J. Math. Data Sci. (2021)
Keyphrases
- function approximation
- neural network
- function approximators
- radial basis function
- reinforcement learning
- mackey glass
- temporal difference learning algorithms
- learning tasks
- pattern recognition
- temporal difference learning
- model free
- temporal difference
- artificial neural networks
- nearest neighbor
- genetic algorithm
- rbf network
- activation function
- fuzzy systems
- recurrent neural networks
- back propagation
- training samples