Model-free prediction of spatiotemporal dynamical systems with recurrent neural networks: Role of network spectral radius.
Jun-Jie JiangYing-Cheng LaiPublished in: CoRR (2019)
Keyphrases
- dynamical systems
- recurrent neural networks
- model free
- recurrent networks
- reinforcement learning
- chaotic time series
- reinforcement learning methods
- neural network
- differential equations
- feed forward
- phase space
- function approximation
- state space
- nonlinear dynamical systems
- artificial neural networks
- partially observable
- echo state networks
- reinforcement learning algorithms
- control law
- temporal difference
- back propagation