Information-theoretic formulation of dynamical systems: causality, modeling, and control.
Adrián Lozano-DuránGonzalo ArranzPublished in: CoRR (2021)
Keyphrases
- information theoretic
- dynamical systems
- control theory
- nonlinear dynamical systems
- information theory
- mutual information
- theoretic framework
- dynamical models
- differential equations
- bregman divergences
- information bottleneck
- dynamic systems
- phase space
- nonlinear dynamics
- information theoretic measures
- state space
- relative entropy
- jensen shannon divergence
- predictive state representations
- control system
- linear dynamical systems
- entropy measure
- kl divergence
- feature selection
- linear quadratic
- kullback leibler divergence
- qualitative differential equations