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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 guidance should we provide? We study thi…

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  1. 2026-10-09 04:00 · arXiv cs.AI
    Balancing Reference Guidance and Free Generation in Trajectory Rollouts for Reasoning RL

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