Echo state network and variational autoencoder for efficient one-class learning on dynamical systems.
Diego CabreraFernando SanchoMariela CerradaRené-Vinicio SánchezFelipe A. TobarPublished in: J. Intell. Fuzzy Syst. (2018)
Keyphrases
- dynamical systems
- predictive state representations
- learning algorithm
- echo state networks
- learning problems
- connectionist networks
- reinforcement learning
- supervised learning
- reinforcement learning methods
- dynamic systems
- partially observable
- search space
- learning tasks
- differential equations
- adaptive control
- phase space
- nonlinear dynamical systems
- neural network