Data-driven memory-dependent abstractions of dynamical systems via a Cantor-Kantorovich metric.
Adrien BanseLicio RomaoAlessandro AbateRaphaël M. JungersPublished in: CoRR (2024)
Keyphrases
- dynamical systems
- data driven
- nonlinear dynamical systems
- dynamic systems
- differential equations
- memory space
- dynamical behavior
- state space
- control theory
- phase space
- partially observable
- qualitative simulation
- memory requirements
- linear systems
- elastic registration
- agent environment
- predictive state representations
- distance metric
- past observations
- hidden markov models
- nonlinear dynamics
- dynamical models