ProPPA: Probabilistic Programming for Stochastic Dynamical Systems.
Anastasis GeorgoulasJane HillstonGuido SanguinettiPublished in: ACM Trans. Model. Comput. Simul. (2018)
Keyphrases
- dynamical systems
- dynamic systems
- differential equations
- control theory
- probabilistic model
- nonlinear dynamical systems
- qualitative simulation
- linear systems
- timed petri nets
- state space
- linear dynamical systems
- phase space
- agent environment
- linear quadratic
- generative model
- partially observable
- predictive state representations
- monte carlo
- dynamical behavior
- bayesian networks
- qualitative differential equations
- dynamical models
- petri net
- search algorithm