Continual Causal Abstractions

12/23/2022

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by   Matej Zečević, et al.

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This short paper discusses continually updated causal abstractions as a potential direction of future research. The key idea is to revise the existing level of causal abstraction to a different level of detail that is both consistent with the history of observed data and more effective in solving a given task.