---
_id: '60814'
author:
- first_name: Elias
  full_name: Schede, Elias
  last_name: Schede
- first_name: Moritz
  full_name: Seiler, Moritz
  id: '105520'
  last_name: Seiler
- first_name: Kevin
  full_name: Tierney, Kevin
  last_name: Tierney
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
citation:
  ama: 'Schede E, Seiler M, Tierney K, Trautmann H. Deep reinforcement learning for
    instance-specific algorithm configuration (GECCO Best Paper Award). In: Filipic
    B, ed. <i>Proceedings of the Genetic and Evolutionary Computation Conference,
    GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025</i>. ACM; 2025:1190–1198.
    doi:<a href="https://doi.org/10.1145/3712256.3726480">10.1145/3712256.3726480</a>'
  apa: Schede, E., Seiler, M., Tierney, K., &#38; Trautmann, H. (2025). Deep reinforcement
    learning for instance-specific algorithm configuration (GECCO Best Paper Award).
    In B. Filipic (Ed.), <i>Proceedings of the Genetic and Evolutionary Computation
    Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025</i> (pp.
    1190–1198). ACM. <a href="https://doi.org/10.1145/3712256.3726480">https://doi.org/10.1145/3712256.3726480</a>
  bibtex: '@inproceedings{Schede_Seiler_Tierney_Trautmann_2025, title={Deep reinforcement
    learning for instance-specific algorithm configuration (GECCO Best Paper Award)},
    DOI={<a href="https://doi.org/10.1145/3712256.3726480">10.1145/3712256.3726480</a>},
    booktitle={Proceedings of the Genetic and Evolutionary Computation Conference,
    GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM},
    author={Schede, Elias and Seiler, Moritz and Tierney, Kevin and Trautmann, Heike},
    editor={Filipic, Bogdan}, year={2025}, pages={1190–1198} }'
  chicago: Schede, Elias, Moritz Seiler, Kevin Tierney, and Heike Trautmann. “Deep
    Reinforcement Learning for Instance-Specific Algorithm Configuration (GECCO Best
    Paper Award).” In <i>Proceedings of the Genetic and Evolutionary Computation Conference,
    GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025</i>, edited by Bogdan
    Filipic, 1190–1198. ACM, 2025. <a href="https://doi.org/10.1145/3712256.3726480">https://doi.org/10.1145/3712256.3726480</a>.
  ieee: 'E. Schede, M. Seiler, K. Tierney, and H. Trautmann, “Deep reinforcement learning
    for instance-specific algorithm configuration (GECCO Best Paper Award),” in <i>Proceedings
    of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga
    Hotel, Malaga, Spain, July 14-18, 2025</i>, 2025, pp. 1190–1198, doi: <a href="https://doi.org/10.1145/3712256.3726480">10.1145/3712256.3726480</a>.'
  mla: Schede, Elias, et al. “Deep Reinforcement Learning for Instance-Specific Algorithm
    Configuration (GECCO Best Paper Award).” <i>Proceedings of the Genetic and Evolutionary
    Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18,
    2025</i>, edited by Bogdan Filipic, ACM, 2025, pp. 1190–1198, doi:<a href="https://doi.org/10.1145/3712256.3726480">10.1145/3712256.3726480</a>.
  short: 'E. Schede, M. Seiler, K. Tierney, H. Trautmann, in: B. Filipic (Ed.), Proceedings
    of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga
    Hotel, Malaga, Spain, July 14-18, 2025, ACM, 2025, pp. 1190–1198.'
date_created: 2025-07-29T06:14:03Z
date_updated: 2025-07-29T12:17:30Z
department:
- _id: '819'
doi: 10.1145/3712256.3726480
editor:
- first_name: Bogdan
  full_name: Filipic, Bogdan
  last_name: Filipic
language:
- iso: eng
page: 1190–1198
publication: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO
  2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025
publisher: ACM
status: public
title: Deep reinforcement learning for instance-specific algorithm configuration (GECCO
  Best Paper Award)
type: conference
user_id: '100740'
year: '2025'
...