Auto-SDE: Learning effective reduced dynamics from data-driven stochastic dynamical systems.
Lingyu FengTing GaoMin DaiJinqiao DuanPublished in: CoRR (2022)
Keyphrases
- dynamical systems
- data driven
- predictive state representations
- nonlinear dynamical systems
- connectionist networks
- reinforcement learning methods
- partially observable
- learning algorithm
- agent environment
- differential equations
- phase space
- control theory
- dynamic systems
- qualitative simulation
- role playing
- learning problems
- latent variable models
- machine learning
- linear systems
- stochastic systems
- learning tasks
- supervised learning
- timed petri nets