Continual Causal AbstractionsDownload PDF

Published: 11 Jan 2023, Last Modified: 05 May 2023AAAI23 Bridge Continual CausalityReaders: Everyone
Abstract: 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.
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