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
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