---
_id: '67312'
author:
- first_name: Thorben
  full_name: Markmann, Thorben
  last_name: Markmann
- first_name: Michiel
  full_name: Straat, Michiel
  last_name: Straat
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: 0000-0002-3389-793X
- first_name: Barbara
  full_name: Hammer, Barbara
  last_name: Hammer
citation:
  ama: 'Markmann T, Straat M, Peitz S, Hammer B. Control of Rayleigh-Bénard Convection:
    Effectiveness of Reinforcement Learning in the Turbulent Regime. <i>arXiv:250412000</i>.
    Published online 2025.'
  apa: 'Markmann, T., Straat, M., Peitz, S., &#38; Hammer, B. (2025). Control of Rayleigh-Bénard
    Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime. In
    <i>arXiv:2504.12000</i>.'
  bibtex: '@article{Markmann_Straat_Peitz_Hammer_2025, title={Control of Rayleigh-Bénard
    Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime},
    journal={arXiv:2504.12000}, author={Markmann, Thorben and Straat, Michiel and
    Peitz, Sebastian and Hammer, Barbara}, year={2025} }'
  chicago: 'Markmann, Thorben, Michiel Straat, Sebastian Peitz, and Barbara Hammer.
    “Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning
    in the Turbulent Regime.” <i>ArXiv:2504.12000</i>, 2025.'
  ieee: 'T. Markmann, M. Straat, S. Peitz, and B. Hammer, “Control of Rayleigh-Bénard
    Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime,”
    <i>arXiv:2504.12000</i>. 2025.'
  mla: 'Markmann, Thorben, et al. “Control of Rayleigh-Bénard Convection: Effectiveness
    of Reinforcement Learning in the Turbulent Regime.” <i>ArXiv:2504.12000</i>, 2025.'
  short: T. Markmann, M. Straat, S. Peitz, B. Hammer, ArXiv:2504.12000 (2025).
date_created: 2026-10-01T12:04:32Z
date_updated: 2026-10-01T12:04:44Z
department:
- _id: '655'
keyword:
- own
- own-preprint
language:
- iso: eng
publication: arXiv:2504.12000
status: public
title: 'Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning
  in the Turbulent Regime'
type: preprint
user_id: '47427'
year: '2025'
...