@article{ becktepe2026arlbench, title={{ARLB}ench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning}, author={Jannis Becktepe and Julian Dierkes and Carolin Benjamins and Aditya Mohan and David Salinas and Raghu Rajan and Frank Hutter and Holger Hoos and Marius Lindauer and Theresa Eimer}, journal={Journal of Data-centric Machine Learning Research}, issn={XXXX-XXXX}, year={2026}, url={https://openreview.net/forum?id=i6iafxkfFF} }