Publications
2021
- 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. EP20200178576Research output: Patent
- 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. DE202010207114Research output: Patent
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
2020
- 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. EP20190179116Research output: Patent
- 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 proceeding › Contribution to book/anthology › Research