Trapped by Their Own Rollouts: Understanding Aggregation--Rollout Feedback in Federated On-Policy Distillation
cs.LG, cs.DC
Submitted: 2026-09-26
Updated: 2026-09-26
Terminology
Sources
- Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation
- Rethinking On-Policy Distillation of Large Language Models II: One Training Example
- What Matters in On-Policy Distillation? A Perspective on Data Efficiency and Data Selection
- Entropy-Aware On-Policy Distillation of Language Models
- Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe
- Convergence Guarantees for Federated SARSA with Local Training and Heterogeneous Agents
- Qwen3 Technical Report
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