no code implementations • 22 Jul 2023 • Alexei Lisitsa, Mateo Salles, Alexei Vernitski
We use machine learning to classify examples of braids (or flat braids) as trivial or non-trivial.
no code implementations • 10 Jun 2022 • Alexei Lisitsa, Mateo Salles, Alexei Vernitski
We report on our success on solving the problem of untangling braids up to length 20 and width 4.
no code implementations • 29 Sep 2021 • Abdullah Khan, Alexei Vernitski, Alexei Lisitsa
We interface the braid untangling problem with the OpenAI Gym environment, a widely used way of connecting agents to reinforcement learning problems.