Towards Enhancing Predictive Representations using Relational Structure in Reinforcement Learning

Mohan, A. & Lindauer, M., 30 Sept 2024, (Accepted/In press) The 17th European Workshop on Reinforcement Learning (EWRL 2024).

Research output: Chapter in book/report/conference proceeding › Conference abstract › Research › peer review

SplatPose Detect: Pose-Agnostic 3D Anomaly Detection

Kruse, M., Rudolph, M., Woiwode, D. & Rosenhahn, B., 1 Jun 2024, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. p. 3950-3960 11 p.

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus

Kluger, F. & Rosenhahn, B., 24 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 3 ed. p. 2804-2812 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 3).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

ARLBench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning

Becktepe, J., Dierkes, J., Benjamins, C., Mohan, A., Salinas, D., Rajan, R., Hutter, F., Hoos, H., Lindauer, M. & Eimer, T., 2024, 17th European Workshop on Reinforcement Learning (EWRL 2024).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization

Benjamins, C., Cenikj, G., Nikolikj, A., Mohan, A., Eftimov, T. & Lindauer, M., 2024, (E-pub ahead of print) Genetic and Evolutionary Computation Conference (GECCO).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Extended Abstract: AutoRL Hyperparameter Landscapes

Mohan, A., Benjamins, C., Wienecke, K., Dockhorn, A. & Lindauer, M., 15 Sept 2023, (Accepted/In press) The 16th European Workshop on Reinforcement Learning (EWRL 2023).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

AutoRL Hyperparameter Landscapes

Mohan, A., Benjamins, C., Wienecke, K., Dockhorn, A. & Lindauer, M., 20 Jul 2023, (E-pub ahead of print) Second International Conference on Automated Machine Learning.

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research

Learning Activation Functions for Sparse Neural Networks

Loni, M., Mohan, A., Asadi, M. & Lindauer, M., 16 May 2023, (Accepted/In press) Second International Conference on Automated Machine Learning.

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Extended Abstract: Contextualize Me -- The Case for Context in Reinforcement Learning

Benjamins, C., Eimer, T., Schubert, F. G., Mohan, A., Döhler, S., Biedenkapp, A., Rosenhahn, B., Hutter, F. & Lindauer, M., 2023, (E-pub ahead of print) The 16th European Workshop on Reinforcement Learning (EWRL 2023).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Canonpose: Self-supervised monocular 3D human pose estimation in the wild

Wandt, B., Rudolph, M., Zell, P., Rhodin, H. & Rosenhahn, B., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 13289-13299 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

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

Introduction to an Adaptive Remaining Useful Life Prediction for forming tools

Kellermann, C., Munderloh, M., Neumann, E., Adhisantoso, Y. G. & Ostermann, J., 2021, 2021 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). p. 1297-1302 6 p. (IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM; vol. 2021-July).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Transfer › peer review