Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Deep Neural Architectures for Automated Theorem Proving

2018/29/N/ST6/02903

Keywords:

deep learning neural networks automated theorem proving automated reasoning artificial intelligence

Descriptors:

  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
  • ST6_4: Formal methods, foundations of computer science, including theoretical computer science, quantum algorithms

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Bartosz Piotrowski 

Number of co-investigators in the project: 2

Call: PRELUDIUM 15 - announced on 2018-03-15

Amount awarded: 119 100 PLN

Project start date (Y-m-d): 2019-01-24

Project end date (Y-m-d): 2023-01-23

Project duration:: 48 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Equipment purchased [PL]

  1. Stacja robocza (8 000 PLN)
  2. Karta graficzna NVIDIA GeForce GTX 1080 Ti (lub podobna) (4 000 PLN)

Information in the final report

  • Articles in post-conference publications (5)
  1. ENIGMA Anonymous: Symbol-Independent Inference Guiding Machine
    Authors:
    Jan Jakubuv, Karel Chvalovský, Miroslav Olsák, Bartosz Piotrowski, Martin Suda, Josef Urban
    Conference:
    Automated Reasoning - 10th International Joint Conference (rok: 2020, ), Wydawca: Springer
    Data:
    konferencja 44013
    Status:
    Published
  2. Guiding Inferences in Connection Tableau by Recurrent Neural Networks
    Authors:
    Bartosz Piotrowski, Josef Urban
    Conference:
    13th Conference on Intelligent Computer Mathematics (rok: 2020, ), Wydawca: Springer LNCS
    Data:
    konferencja 44038
    Status:
    Published
  3. ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics
    Authors:
    Zhangir Azerbayev, Bartosz Piotrowski, Hailey Schoelkopf, Edward Ayers, Dragomir Radev, Jeremy Avigad
    Conference:
    Thirty-seventh Conference on Neural Information Processing Systems , Wydawca: OpenReview.net
    Data:
    konferencja 10-16.12.2023
    Status:
    Submitted
  4. Stateful Premise Selection by Recurrent Neural Networks
    Authors:
    Bartosz Piotrowski, Josef Urban
    Conference:
    23rd International Conference on Logic for Programming, Artificial Intelligence and Reasoning (rok: 2020, ), Wydawca: EPiC Series in Computing
    Data:
    konferencja 43973
    Status:
    Published
  5. MizAR 60 for Mizar 50
    Authors:
    Jan Jakubuv, Karel Chvalovský, Zarathustra Amadeus Goertzel, Cezary Kaliszyk, Mirek Olsák, Bartosz Piotrowski, Stephan Schulz, Martin Suda, Josef Urban
    Conference:
    Fourteenth Conference on Interactive Theorem Proving (rok: 2023, ), Wydawca: Schloss Dagstuhl – Leibniz-Zentrum für Informatik
    Data:
    konferencja 31.07.2023-04.08.2023
    Status:
    Accepted for publication

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