The Era of Agentic Organization: Learning to Organize with Language Models Paper • 2510.26658 • Published 13 days ago • 24
Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI Paper • 2510.16720 • Published 25 days ago • 6
Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks Paper • 2510.12635 • Published 29 days ago • 15
DAPO: An Open-Source LLM Reinforcement Learning System at Scale Paper • 2503.14476 • Published Mar 18 • 141
Agent models: Internalizing Chain-of-Action Generation into Reasoning models Paper • 2503.06580 • Published Mar 9 • 19
OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning Paper • 2412.16849 • Published Dec 22, 2024 • 9