EliteReplay: Preserving Diverse Solutions in RL Post-Training via Quality-Diversity Search.

arXiv:2610.22290v1 Announce Type: new Abstract: Reinforcement learning has become a common post-training technique to improve the accuracy of LLMs on verifiable tasks. However, such training can narrow the set of solutions the model can produce. Several approa