@article{learningtosolvehardproblemsinrlforllmsby, title = {Learning to Solve Hard Problems in RL for LLMs by Never Giving Up}, author = {Michael Noukhovitch and Hamish Ivison and Nathan Lambert and Aaron Courville}, year = {2026}, eprint = {2609.13443}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2609.13443}, }