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

arXiv:2610.11128v1 Announce Type: new Abstract: A verified reference solution provides a correct trajectory for training a reasoning model. Alternatively, a prefix of the reference can guide the model in generating a trajectory of its own. How much reference g