Identifying Causal Structure in Dynamical Systems.
Dominik BaumannFriedrich SolowjowKarl Henrik JohanssonSebastian TrimpePublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- dynamical systems
- causal structure
- causal discovery
- causal relationships
- differential equations
- causal ordering
- experimental data
- causal models
- dynamic systems
- qualitative simulation
- phase space
- state space
- partially observable
- predictive state representations
- nonlinear dynamical systems
- observational data
- directed acyclic graph
- causal graph
- agent environment
- machine learning
- bayesian networks