The Isabelle ENIGMA

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21730%2F22%3A00364166" target="_blank" >RIV/68407700:21730/22:00364166 - isvavai.cz</a>

Result on the web

<a href="https://doi.org/10.4230/LIPIcs.ITP.2022.16" target="_blank" >https://doi.org/10.4230/LIPIcs.ITP.2022.16</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.4230/LIPIcs.ITP.2022.16" target="_blank" >10.4230/LIPIcs.ITP.2022.16</a>

Result language

angličtina

Original language name

The Isabelle ENIGMA

Original language description

We significantly improve the performance of the E automated theorem prover on the Isabelle Sledgehammer problems by combining learning and theorem proving in several ways. In particular, we develop targeted versions of the ENIGMA guidance for the Isabelle problems, targeted versions of neural premise selection, and targeted strategies for E. The methods are trained in several iterations over hundreds of thousands untyped and typed first-order problems extracted from Isabelle. Our final best single-strategy ENIGMA and premise selection system improves the best previous version of E by 25.3% in 15 seconds, outperforming also all other previous ATP and SMT systems

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2022

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

13th International Conference on Interactive Theorem Proving (ITP 2022)

ISBN

978-3-95977-252-5

ISSN

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e-ISSN

1868-8969

Number of pages

21

Pages from-to

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Publisher name

Dagstuhl Publishing,

Place of publication

Saarbrücken

Event location

Haifa

Event date

Aug 7, 2022

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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