Model-free prediction of emergence of extreme events in a parametrically driven nonlinear dynamical system by Deep Learning.
J. MeiyazhaganS. SudharsanM. SenthilvelanPublished in: CoRR (2021)
Keyphrases
- dynamical systems
- deep learning
- model free
- reinforcement learning
- nonlinear dynamical systems
- differential equations
- function approximation
- machine learning
- unsupervised learning
- state space
- past observations
- temporal difference
- reinforcement learning algorithms
- policy iteration
- extreme events
- phase space
- mental models
- weakly supervised
- maximum likelihood
- emergency management
- semi supervised
- dynamic programming
- feature vectors
- pattern recognition