Counterfactual-based Root Cause Analysis for Dynamical Systems.
Juliane WeilbachSebastian GerwinnKarim Said BarsimMartin FränzlePublished in: CoRR (2024)
Keyphrases
- dynamical systems
- root cause analysis
- root cause
- decision support
- dynamic systems
- differential equations
- control theory
- nonlinear dynamical systems
- phase space
- state space
- linear systems
- partially observable
- qualitative simulation
- dynamical behavior
- predictive state representations
- agent environment
- dynamical models
- discrete dynamical systems
- metadata
- qualitative differential equations
- software engineering
- spatio temporal
- data analysis
- case study