TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training.

arXiv:2607.05804v2 Announce Type: replace Abstract: On-policy distillation (OPD) trains a student policy by matching a stronger teacher on the student's own trajectories, offering a promising framework for language agent training. However, its application to l