Universal Time-Uniform Trajectory Approximation for Random Dynamical Systems with Recurrent Neural Networks.
Adrian N. BishopPublished in: CoRR (2022)
Keyphrases
- dynamical systems
- recurrent neural networks
- differential equations
- dynamic systems
- neural network
- echo state networks
- feed forward
- state space
- qualitative simulation
- reservoir computing
- control theory
- nonlinear dynamical systems
- artificial neural networks
- recurrent networks
- linear systems
- predictive state representations
- phase space
- dynamical behavior
- nonlinear dynamic systems
- cascade correlation
- control law
- agent environment
- partially observable markov decision processes