Physics-informed neural nets for control of dynamical systems.
Eric Aislan AntoneloEduardo CamponogaraLaio Oriel SemanJean Panaioti JordanouEduardo Rehbein de SouzaJomi Fred HübnerPublished in: Neurocomputing (2024)
Keyphrases
- dynamical systems
- neural nets
- control theory
- nonlinear dynamics
- feed forward
- neural network
- nonlinear dynamical systems
- differential equations
- dynamic systems
- linear systems
- state space
- back propagation
- linear quadratic
- artificial neural networks
- qualitative simulation
- agent environment
- control system
- learning tasks
- control method
- control law
- genetic algorithm
- predictive state representations
- supervised learning
- active learning
- machine learning