Example Slide

  • Causal abstraction is becoming an increasingly popular paradigm to relate causal models
  • But how can causal abstraction be used to effectively transfer decision-making policies?
  • To investigate this question we introduce Causally Abstracted Multi-armed Bandits (CAMABs)
  • We study several generic approaches for transferring information between causal MABs via causal abstraction