@article{backtobasicsrevisitingexplorationinreinf, title = {Back to Basics: Revisiting Exploration in Reinforcement Learning for LLM Reasoning via Generative Probabilities}, author = {Pengyi Li and Elizaveta Goncharova and Andrey Kuznetsov and Ivan Oseledets}, year = {2026}, eprint = {2602.05281}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.05281}, }