Backward proof search algorithms oblivious to the knowledge base can be modified to learn PAC-supporting rules for a query, with applicability to chaining and resolution.
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Query-driven PAC-Learning for Reasoning
Backward proof search algorithms oblivious to the knowledge base can be modified to learn PAC-supporting rules for a query, with applicability to chaining and resolution.