English

Reusability Report: Comparing gradient descent and monte carlo tree search optimization of quantum annealing schedules

Quantum Physics 2022-10-10 v1 Disordered Systems and Neural Networks

Abstract

We provide a reusability report of the method presented by Chen et al. in "Optimizing quantum annealing schedules with Monte Carlo tree search enhanced with neural networks" and add further benchmarks on Max-Cut problems.

Keywords

Cite

@article{arxiv.2210.03411,
  title  = {Reusability Report: Comparing gradient descent and monte carlo tree search optimization of quantum annealing schedules},
  author = {Matteo M. Wauters and Evert van Nieuwenburg},
  journal= {arXiv preprint arXiv:2210.03411},
  year   = {2022}
}

Comments

5 pages 3 figures. Nat Mach Intell (2022)