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
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Czech description
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Classification
Type
J<sub>ost</sub> - Miscellaneous article in a specialist periodical
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)
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
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EID of the result in the Scopus database
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