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 …

[PDF][PDF] Synergy of Machine Learning and Automated Reasoning

BP Piotrowski - 2023 - repository.ubn.ru.nl
Automated reasoning and machine learning have contrasting natures: the former relies on
precise computation and produces exact, logically correct answers; the latter learns from …

[图书][B] Applications of machine learning to automated reasoning

M Rawson - 2021 - search.proquest.com
Abstract Systems that can automate some aspects of logical reasoning are now very strong,
through years of theoretical and practical development. Some progress has been made to …

What Can Large Language Models Do for Theorem Proving and Formal Methods?

M Johansson - International Conference on Bridging the Gap between …, 2023 - Springer
With the introduction of large language models, AI for natural language have taken a leap.
These systems are now also being used for tasks that has previously been dominated by …

[引用][C] Automated Reasoning: 6th International Joint Conference, IJCAR 2012, Manchester, UK, June 2012, Proceedings

G Bernhard, D Miller, S Uli - 2012 - inria.hal.science
Résumé This book constitutes the refereed proceedings of the 6th International Joint
Conference on Automated Reasoning, IJCAR 2012, held in Manchester, UK, in June 2012 …

[图书][B] Automated Reasoning

D Galmiche, S Schulz, R Sebastiani - 2018 - Springer
IJCAR is the premier international joint conference on all aspects of automated reasoning,
including foundations, implementations, and applications, comprising several leading …

First-order automated reasoning with theories: when deduction modulo theory meets practice

G Burel, G Bury, R Cauderlier, D Delahaye… - Journal of Automated …, 2020 - Springer
We discuss the practical results obtained by the first generation of automated theorem
provers based on Deduction modulo theory. In particular, we demonstrate the concrete …

[PDF][PDF] We know (nearly) nothing!

S Schulz - 1st International Workshop on Automated Reasoning …, 2017 - easychair.org
The greatest source of progress in automated theorem proving in the last 30 years has been
the development of better search heuristics, usually based on developer experience and …

Thor: Wielding hammers to integrate language models and automated theorem provers

AQ Jiang, W Li, S Tworkowski… - Advances in …, 2022 - proceedings.neurips.cc
In theorem proving, the task of selecting useful premises from a large library to unlock the
proof of a given conjecture is crucially important. This presents a challenge for all theorem …

European collaboration on automated reasoning

A Bundy - AI Communications, 2014 - content.iospress.com
I provide a personal perspective of a European collaboration in the area of automated
reasoning. I describe the birth and growth of this collaboration and give a snapshot of its …