Inferring Dynamical Systems with Long-Range Dependencies through Line Attractor Regularization.
Dominik SchmidtGeorgia KoppeMax BeutelspacherDaniel DurstewitzPublished in: CoRR (2019)
Keyphrases
- dynamical systems
- differential equations
- dynamic systems
- phase space
- fixed point
- control theory
- linear systems
- dynamical behavior
- state space
- lyapunov exponents
- nonlinear dynamical systems
- qualitative simulation
- control system
- agent environment
- cost function
- partially observable markov decision processes
- partially observable
- reproducing kernel hilbert space
- predictive state representations
- search algorithm