Learning to Forecast Dynamical Systems from Streaming Data.
Dimitris GiannakisAmelia HenriksenJoel A. TroppRachel WardPublished in: CoRR (2021)
Keyphrases
- dynamical systems
- streaming data
- predictive state representations
- partially observable
- learning tasks
- reinforcement learning methods
- learning algorithm
- latent variable models
- differential equations
- active learning
- state space
- knn
- nearest neighbor
- supervised learning
- multi dimensional
- data analysis
- data streams
- search algorithm
- optimal solution
- image processing
- feature selection
- stochastic systems
- nonlinear dynamical systems
- machine learning