@article{alyapunovanalysisofsoftmaxpolicygradient,
  title = {A Lyapunov Analysis of Softmax Policy Gradient for Stochastic Bandits},
  author = {Tor Lattimore},
  year = {2026},
  eprint = {2603.26547},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.26547},
}