Searching for ribbons with machine learning

Sergei Gukov, James Halverson, Ciprian Manolescu +1

We apply Bayesian optimization and reinforcement learning to a problem in topology: the question of when a knot bounds a ribbon disk. This question is relevant in an approach to di…