Reinforcement Learning for Guiding the E Theorem Prover

Automated Theorem Proving (ATP) systems search for a proof in a rapidly growing space of possibilities. Heuristics have a profound impact on search, and ATP systems make heavy use of heuristics. This work uses reinforcement learn- ing to learn a metaheuristic that decides which heuristic to use at e...

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Bibliographic Details
Main Authors: Jack McKeown, Geoff Sutcliffe
Format: Article
Language:English
Published: LibraryPress@UF 2023-05-01
Series:Proceedings of the International Florida Artificial Intelligence Research Society Conference
Subjects:
Online Access:https://journals.flvc.org/FLAIRS/article/view/133334
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