FlowBalance: Verifier-Grounded Self-Improvement from On-Policy Reasoning Experience Paper • 2609.03241 • Published 6 days ago • 82
UI-Mate: Advancing Open-Weight Foundation GUI Agents with In-Context Demonstrations Paper • 2608.15930 • Published 24 days ago • 47
Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning Paper • 2607.18722 • Published Jul 21 • 36
Agentic Troubleshooting Guide Automation for Incident Management Paper • 2510.10074 • Published Oct 11, 2025 • 3
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable Paper • 2607.13285 • Published Jul 14 • 235
Group-in-Group Policy Optimization for LLM Agent Training Paper • 2505.10978 • Published May 16, 2025 • 24
AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning Paper • 2605.00425 • Published May 8 • 23