publications

2025

1. Learning on the Job: Test-Time Curricula for Targeted Reinforcement Learning

   Jonas Hübotter^*, Leander Diaz-Bone^*, Ido Hakimi, and 2 more authors

   2025

   arXiv Bib PDF Code

   @misc{huebotter2025learningjobtesttimecurricula,
     title = {Learning on the Job: Test-Time Curricula for Targeted Reinforcement Learning},
     author = {H{\"u}botter, Jonas and Diaz-Bone, Leander and Hakimi, Ido and Krause, Andreas and Hardt, Moritz},
     year = {2025},
     eprint = {2510.04786},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
   }

2. DISCOVER: Automated Curricula for Sparse-Reward Reinforcement Learning

   Leander Diaz-Bone^*, Marco Bagatella^*, Jonas Hübotter^*, and 1 more author

   In Advances in Neural Information Processing Systems (NeurIPS), Dec 2025

   arXiv Bib PDF Code

   @inproceedings{diazbone2025discover,
     author = {Diaz-Bone, Leander and Bagatella, Marco and H{\"u}botter, Jonas and Krause, Andreas},
     title = {DISCOVER: Automated Curricula for Sparse-Reward Reinforcement Learning},
     booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
     month = dec,
     year = {2025},
   }