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ProofWatch Meets ENIGMA: First Experiments

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F18%3A00329388" target="_blank" >RIV/68407700:21230/18:00329388 - isvavai.cz</a>

  • Alternative codes found

    RIV/68407700:21730/18:00329388

  • Result on the web

    <a href="https://easychair.org/publications/paper/28xp" target="_blank" >https://easychair.org/publications/paper/28xp</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.29007/z7qx" target="_blank" >10.29007/z7qx</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    ProofWatch Meets ENIGMA: First Experiments

  • Original language description

    Watchlist (also hint list) is a technique that allows lemmas from related proofs to guide a saturation-style proof search for a new conjecture. ProofWatch is a recent watchlist-style method that loads many previous proofs inside the ATP, maintains their completion ratios during the proof search and focuses the search by following the most completed proofs. In this work, we start to use the dynamically changing vector of proof completion ratios as additional information about the saturation-style proof state for statistical machine learning methods that evaluate the generated clauses. In particular, we add the proof completion vectors to ENIGMA (e_cient learning-based inference guiding machine) and evaluate the new method on the MPTP Challenge benchmark, showing moderate improvement in E's performance over ProofWatch and ENIGMA.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>ost</sub> - Miscellaneous article in a specialist periodical

  • CEP classification

  • OECD FORD branch

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

Result continuities

  • Project

    <a href="/en/project/EF15_003%2F0000466" target="_blank" >EF15_003/0000466: Artificial Intelligence and Reasoning</a><br>

  • Continuities

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

Others

  • Publication year

    2018

  • Confidentiality

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

Data specific for result type

  • Name of the periodical

    Kalpa Publications in Computing

  • ISSN

    2515-1762

  • e-ISSN

    2515-1762

  • Volume of the periodical

    1

  • Issue of the periodical within the volume

    9

  • Country of publishing house

    GB - UNITED KINGDOM

  • Number of pages

    8

  • Pages from-to

    15-22

  • UT code for WoS article

  • EID of the result in the Scopus database