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upvoted 2 papers 1 day ago

TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning

Paper • 2606.32017 • Published Jun 30 • 10

Composing What Each Teacher Learned: Multi-Teacher On-Policy Distillation through Teacher-Relative Shifts

Paper • 2610.10460 • Published 3 days ago • 9

upvoted a paper 3 months ago

TREK: Distill to Explore, Reinforce to Refine

Paper • 2607.05339 • Published Jul 6 • 10

upvoted a paper 5 months ago

Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training

Paper • 2605.12483 • Published May 12 • 9

upvoted a paper 6 months ago

TIP: Token Importance in On-Policy Distillation

Paper • 2604.14084 • Published Apr 15 • 15