Resolving Spurious Correlations in Causal Models of Environments via Interventions.
Sergei VolodinNevan WichersJeremy NixonPublished in: CoRR (2020)
Keyphrases
- causal models
- causal discovery
- conditional independence
- causal inference
- causal structure
- causal relationships
- structural equation models
- structural model
- directed acyclic graph
- causal reasoning
- causal relations
- tractable cases
- databases
- causal graph
- dynamic environments
- real world
- bayesian networks
- reinforcement learning