Balancing Reference Guidance and Free Generation in Trajectory Rollouts for Reasoning RL

Hanyu Wang, Nakul Agarwal, Hossein Nourkhiz Mahjoub, Ehsan Moradi Pari, Makoto Fukushima, Jinghui Chen, Vaishnav Tadiparthi

Published in Preprint, 2026

[Paper]