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upvoted 2 papers 15 days ago

WorkRover: Scaling Long-Horizon Cowork Agent Training Via Recursive Environment Evolution

Paper • 2610.18067 • Published 16 days ago • 91

Work2Skill: Capturing Human GUI Experience for Reusable Agent Skill Induction

Paper • 2610.12984 • Published 20 days ago • 54

upvoted a paper 20 days ago

WEFT: Scaling Tool-Use Post-Training for General-Purpose Agents

Paper • 2609.36887 • Published about 1 month ago • 33

upvoted a paper 21 days ago

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents

Paper • 2606.04815 • Published Jun 19 • 1

upvoted a paper about 1 month ago

Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction

Paper • 2512.04987 • Published Dec 4, 2025 • 86