Causal Bandits for Linear Structural Equation Models.
Burak VariciKarthikeyan ShanmugamPrasanna SattigeriAli TajerPublished in: CoRR (2022)
Keyphrases
- structural equation models
- causal effects
- causal models
- causal ordering
- causal relations
- directed acyclic graph
- causal relationships
- causal discovery
- linear models
- online discussion
- observational data
- causal graph
- conditional independence
- causal structure
- learning environment
- learning algorithm
- sensitivity analysis
- experimental data
- bayesian networks