Balancing Reference Guidance and Free Generation in Trajectory Rollouts for Reasoning RL
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 this question through prefix…
AI Summary & Key Takeaways
- 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
Balancing Reference Guidance and Free Generation in Trajectory Rollouts for Reasoning RL
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