Computations of the slice genus and the unknotting number of links via machine learning

Yutong Dai, Oliver Hayman, András Juhász +1

Links are disjoint unions of circles smoothly embedded in $S^3$. We use reinforcement learning and Bayesian optimisation to obtain new upper bounds on several link invariants that…