Bridged Self-Distillation unifies on-policy learning from any teacher
A self-teacher scores the student’s own rollouts after an external teacher supplies only a reasoning trace.
Stories per day · 30 days
1 RSS
3 stories, newest first · one card per story
Stories tagged #on-policy-learning
Co-Evolving Harnesses and Models: On-Policy Correction Helps Weaker Models Catch Up Where Imitation Fails
Research shows on-policy expert correction, not imitation fine-tuning, lets weaker agent models catch up under evolved harnesses.
Co-Evolving Harnesses and Models: On-Policy Correction Helps Weaker Models Catch Up Where Imitation Fails
Research shows imitation of expert trajectories breaks weaker models' harness fit, while on-policy expert correction preserves gains across seven enterprise agent tasks.