Loading [MathJax]/extensions/tex2jax.js

Algorithm Control: Efficient Learning to Control Algorithm Parameters

Project: Research

Participants

11 - 19 out of 19Page size: 10

Publications

  1. 2021

  2. Published

    DEVICE AND METHOD FOR PLANNING AN OPERATION OF A TECHNICAL SYSTEM

    Spitz, J. (Inventor), Biedenkapp, A. (Inventor), Speck, D. (Inventor), Hutter, F. (Inventor), Lindauer, M. (Inventor) & Mattmueller, R. (Inventor), 9 Dec 2021, IPC No. G06N 5/ 00 A I, Patent No. US2021383245, Priority date 5 Jun 2020, Priority No. EP20200178576

    Research output: Patent

  3. Published

    Vorrichtung und Verfahren zur Planung eines Betriebs eines technischen Systems

    Spitz, J. (Inventor), Biedenkapp, A. (Inventor), Speck, D. (Inventor), Hutter, F. (Inventor), Lindauer, M. (Inventor) & Mattmueller, R. (Inventor), 9 Dec 2021, IPC No. G06Q 50/ 04 A I, Patent No. DE102020207114, Priority date 5 Jun 2020, Priority No. DE202010207114

    Research output: Patent

  4. Published

    Learning Heuristic Selection with Dynamic Algorithm Configuration

    Speck, D., Biedenkapp, A., Hutter, F., Mattmüller, R. & Lindauer, M., 5 Dec 2021, Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS). Biundo, S., Do, M., Goldman, R., Katz, M., Yang, Q. & Zhuo, H. H. (eds.). p. 597-605 9 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS; vol. 2021-August).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  5. Published

    Self-Paced Context Evaluation for Contextual Reinforcement Learning

    Eimer, T., Biedenkapp, A., Hutter, F. & Lindauer, M., 18 Jul 2021, Proceedings of the international conference on machine learning (ICML). ML Research Press, p. 2948-2958 11 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  6. Published

    DACBench: A Benchmark Library for Dynamic Algorithm Configuration

    Eimer, T., Biedenkapp, A., Reimer, M., Adriaensen, S., Hutter, F. & Lindauer, M. T., 2021, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21). Zhou, Z.-H. (ed.). p. 1668-1674 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  7. Published

    Hyperparameters in Contextual RL are Highly Situational

    Eimer, T., Benjamins, C. & Lindauer, M. T., 2021, International Workshop on Ecological Theory of RL (at NeurIPS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  8. E-pub ahead of print

    TempoRL: Learning When to Act

    Biedenkapp, A., Rajan, R., Hutter, F. & Lindauer, M., 2021, (E-pub ahead of print) Proceedings of the international conference on machine learning (ICML). 18 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  9. 2020

  10. Published

    VERFAHREN, VORRICHTUNG UND COMPUTERPROGRAMM ZUM EINSTELLEN EINES HYPERPARAMETERS

    Lindauer, M. (Inventor), Hutter, F. (Inventor), Biedenkapp, A. (Inventor) & Bozkurt, F. (Inventor), 9 Dec 2020, IPC No. G06N 7/ 00 A I, Patent No. EP3748551, Priority date 7 Jun 2019, Priority No. EP20190179116

    Research output: Patent

  11. Published

    Dynamic Algorithm Configuration: Foundation of a New Meta-Algorithmic Framework

    Biedenkapp, A., Bozkurt, H. F., Eimer, T., Hutter, F. & Lindauer, M. T., 24 Aug 2020, ECAI 2020 - 24th European Conference on Artificial Intelligence. De Giacomo, G., Catala, A., Dilkina, B., Milano, M., Barro, S., Bugarin, A. & Lang, J. (eds.). p. 427-434 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 325).

    Research output: Chapter in book/report/conference proceedingContribution to book/anthologyResearch

Previous 1 2 Next