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upvoted a paper 25 days ago

Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization

Paper • 2510.13554 • Published 26 days ago • 56

upvoted a paper 27 days ago

Part II: ROLL Flash -- Accelerating RLVR and Agentic Training with Asynchrony

Paper • 2510.11345 • Published 28 days ago • 15

upvoted a paper 5 months ago

Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library

Paper • 2506.06122 • Published Jun 6 • 7

upvoted a paper 11 months ago

Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS

Paper • 2411.18478 • Published Nov 27, 2024 • 37