Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem Paper • 2512.24873 • Published 2 days ago • 36
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 279
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Paper • 2512.01374 • Published Dec 1, 2025 • 93
Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization Paper • 2510.13554 • Published Oct 15, 2025 • 57
Part II: ROLL Flash -- Accelerating RLVR and Agentic Training with Asynchrony Paper • 2510.11345 • Published Oct 13, 2025 • 17
Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library Paper • 2506.06122 • Published Jun 6, 2025 • 7