Be My Tutor: On-Policy Co-Distillation for Mutual LLM Improvement via Peer Feedback
Paper • 2606.14368 • Published • 3
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Urro
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Sample Count Is Not Enough: Candidate-Generation Strategy Shapes the Energy and Performance of LLM Test-Time Scaling
Paper • 2609.19499 • Published • 37
Verifiable Social Reasoning for LLM Assistants
Paper • 2609.17496 • Published • 61
Don't Mask the Environment: Observation Supervision Changes How Agents Explore Under RL
Paper • 2609.20715 • Published • 42
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