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On-Policy Distillation with Curriculum Turn-level Guidance for Multi-turn Agents

Guided On-Policy Distillation (Guided-OPD), a simple yet effective algorithm that mixes teacher- and student-generated turns within each rollout and schedules the teacher's intervention probability along a curriculum that decays to zero is proposed.

Gengsheng Li, Mao Zheng, Ming-Yang Song et al. · 24 citations · ⚡3

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