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Learning Abduction under Partial Observability
The main shortcoming of this formulation of the task is that it assumes access to full-information (i. e., fully specified) examples; relatedly, it offers no role for declarative background knowledge, as such knowledge is rendered redundant in the abduction task by complete information.
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