GUI-HARVEST: Self-Improving GUI Agents through Evidence-Driven Harness Evolution Paper • 2610.00948 • Published Oct 1 • 14
DRIFT: Decoupled Rollouts and Importance-Weighted Fine-Tuning for Efficient Multi-Turn Optimization Paper • 2605.31455 • Published May 29 • 5
SPOT: Sparse Probing and Outcome Calibration for On-Policy Distillation Paper • 2608.04419 • Published Aug 5 • 27
COBRA-Skills: Contextual Bandit-Guided Evolution for Agent Skill Optimization Paper • 2609.11682 • Published Sep 10 • 43