Optimising a constrained echo state network using evolutionary algorithms for learning mental models of complex dynamical systems.
Hassan AbdelbariKamran ShafiPublished in: IJCNN (2016)
Keyphrases
- dynamical systems
- evolutionary algorithm
- mental models
- predictive state representations
- learning algorithm
- learning process
- reinforcement learning
- supervised learning
- online learning
- complex systems
- echo state networks
- differential equations
- partially observable
- mental representations
- nonlinear dynamical systems
- connectionist networks
- dynamic systems
- differential evolution
- latent variable models
- qualitative simulation
- learning problems
- role playing
- training data
- neural network