Resolving Spurious Correlations in Causal Models of Environments via Interventions

Sergei Volodin, Nevan Wichers, Jeremy Nixon

Causal models bring many benefits to decision-making systems (or agents) by making them interpretable, sample-efficient, and robust to changes in the input distribution. However, s…