Waypoint-OPD for Selective Policy-Shift Distillation in RL

Waypoint-OPD improves reinforcement learning distillation by using an intermediate teacher checkpoint to compare early and late policy shifts. This approach identifies consistent action preference evolutions, gating the transfer to prevent noise from canceling shifts during student training.