Hybridizing Traditional and Next-Generation Reservoir Computing to Accurately and Efficiently Forecast Dynamical Systems.
Ravi ChepuriDael AmzalagThomas M. Antonsen Jr.Michelle GirvanPublished in: CoRR (2024)
Keyphrases
- dynamical systems
- reservoir computing
- recurrent neural networks
- differential equations
- dynamic systems
- nonlinear dynamical systems
- qualitative simulation
- linear systems
- partially observable
- state space
- control theory
- phase space
- agent environment
- qualitative differential equations
- predictive state representations
- spatio temporal
- dynamical behavior
- reinforcement learning
- machine learning