4 citations · 7 across the 6 of their papers we have counts for
6 papers
gym-saturation: Gymnasium environments for saturation provers (System description)
Boris Shminke
This work describes a new version of a previously published Python package - gym-saturation: a collection of OpenAI Gym environments for guiding saturation-style provers based on t…
Python client for Isabelle server
Boris Shminke
We contribute a Python client for the Isabelle server, which gives researchers and students using Python as their primary programming language an opportunity to communicate with th…
Project proposal: A modular reinforcement learning based automated theorem prover
Boris Shminke
We propose to build a reinforcement learning prover of independent components: a deductive system (an environment), the proof state representation (how an agent sees the environmen…
Gym-saturation: an OpenAI Gym environment for saturation provers
Boris Shminke
`gym-saturation` is an OpenAI Gym environment for reinforcement learning (RL) agents capable of proving theorems. Currently, only theorems written in a formal language of the Thous…
Mining counterexamples for wide-signature algebras with an Isabelle server
Wesley Fussner, Boris Shminke
We propose an approach for searching for counterexamples of statements about algebraic structures with a medium-sized signature using the Isabelle proof assistant in an efficient,…
A Neural Network for Semigroups
Edouard Balzin, Boris Shminke
Tasks like image reconstruction in computer vision, matrix completion in recommender systems and link prediction in graph theory, are well studied in machine learning literature. I…