AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs Paper • 2605.15565 • Published May 15 • 17
Approximation of Log-Partition Function in Policy Mirror Descent Induces Implicit Regularization for LLM Post-Training Paper • 2602.05933 • Published Feb 5 • 6
AlphaQuanter: An End-to-End Tool-Orchestrated Agentic Reinforcement Learning Framework for Stock Trading Paper • 2510.14264 • Published Oct 16, 2025 • 10
Prosperity before Collapse: How Far Can Off-Policy RL Reach with Stale Data on LLMs? Paper • 2510.01161 • Published Oct 1, 2025 • 14
Running 3.9k The Ultra-Scale Playbook 🌌 3.9k The ultimate guide to training LLM on large GPU Clusters