Learning guided automated reasoning: a brief survey

L Blaauwbroek, DM Cerna, T Gauthier… - Logics and Type …, 2024 - Springer
Automated theorem provers and formal proof assistants are general reasoning systems that
are in theory capable of proving arbitrarily hard theorems, thus solving arbitrary problems …

Formal mathematical reasoning: A new frontier in ai

K Yang, G Poesia, J He, W Li, K Lauter… - arxiv preprint arxiv …, 2024 - arxiv.org
AI for Mathematics (AI4Math) is not only intriguing intellectually but also crucial for AI-driven
discovery in science, engineering, and beyond. Extensive efforts on AI4Math have mirrored …

Regularization in spider-style strategy discovery and schedule construction

F Bártek, K Chvalovský, M Suda - International Joint Conference on …, 2024 - Springer
To achieve the best performance, automatic theorem provers often rely on schedules of
diverse proving strategies to be tried out (either sequentially or in parallel) on a given …

Machine Learning for Quantifier Selection in cvc5

J Jakubův, M Janota, J Piepenbrock… - arxiv preprint arxiv …, 2024 - arxiv.org
In this work we considerably improve the state-of-the-art SMT solving on first-order
quantified problems by efficient machine learning guidance of quantifier selection …

Automated theorem proving for Metamath

M Carneiro, CE Brown, J Urban - 14th International Conference …, 2023 - drops.dagstuhl.de
Metamath is a proof assistant that keeps surprising outsiders by its combination of a very
minimalist design with a large library of advanced results, ranking high on the Freek …

Solving Hard Mizar Problems with Instantiation and Strategy Invention

J Jakubův, M Janota, J Urban - International Conference on Intelligent …, 2024 - Springer
In this work, we prove over 3000 previously ATP-unproved Mizar/MPTP problems by using
several ATP and AI methods, raising the number of ATP-solved Mizar problems from 75% to …

Formalizing Fundamental Algebraic Number Theory

A Baanen - 2024 - research.vu.nl
The research described in my thesis involves the extension and maintenance of the library
of formal mathematics Mathlib for the interactive theorem prover Lean. The process of …

Remote Verification System for Mizar Integrated with Emwiki

T Kai, Y Teruya, K Nakasho - International Conference on Intelligent …, 2024 - Springer
In this paper, we present a remote verification environment for Mizar and its integration with
a web platform. Although a VSCode extension for Mizar is already available, it requires …

[PDF][PDF] VU Research Portal

A Baanen - research.vu.nl
This introductory chapter provides an overview of the work described in my thesis. In this
chapter, I describe the motivation behind my research, and I summarize the contributions of …

[PDF][PDF] FORMALIZING FUNDAMENTAL ALGEBRAIC NUMBER THEORY

JJG Geurts, A Baanen - cs.vu.nl
This introductory chapter provides an overview of the work described in my thesis. In this
chapter, I describe the motivation behind my research, and I summarize the contributions of …