CORDIS Project
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This project focuses on enhancing proof automation methods for interactive theorem provers using reinforcement learning algorithms. By training these algorithms on extensive libraries, it aims to improve the efficiency of theorem proving, particularly in safety-critical systems and complex mathematical proofs.
Developing generic proof automation methods for interactive theorem provers (ITPs) is challenging but valuable.
Applications range from performance improvements in the verification of safety-critical systems to the certification of famous, long, and hard-to-prove theorems.
We propose using recently successful reinforcement learning (RL) algorithms to learn proof strategies employed in vast ITP libraries and use them as generic methods to automate the ITP proving process.
Specifically, the projec…
CESKE VYSOKE UCENI TECHNICKE V PRAZE
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