Identifying Causal Structure in Dynamical Systems.
Dominik BaumannFriedrich SolowjowKarl Henrik JohanssonSebastian TrimpePublished in: CoRR (2020)
Keyphrases
- dynamical systems
- causal structure
- causal discovery
- causal relationships
- dynamic systems
- causal models
- differential equations
- experimental data
- qualitative simulation
- nonlinear dynamical systems
- causal ordering
- state space
- causal graph
- phase space
- observational data
- agent environment
- causal bayesian networks
- predictive state representations
- partially observable
- partially observable markov decision processes