Actor, Judge, or Teacher? Understanding Decision Models in Long-Horizon Agents Paper • 2611.17167 • Published 2 days ago • 29
Frontier3DBench: Benchmarking Coding Agents for 3D Creation across Objects, Scenes, and Interactive Open Worlds Paper • 2611.09017 • Published 8 days ago • 29
WebHarbor: Docking Real Websites for Evolving GUI Agent Environments Paper • 2611.03634 • Published 12 days ago • 27
PrismaCoder: Pushing the Boundaries of Open Multimodal Code Intelligence through Decomposed Rubric Synthesis Paper • 2610.20538 • Published about 1 month ago • 56
Agent World Model in the Wild: Computer-Use Agent Environment Synthesis Paper • 2610.26828 • Published 26 days ago • 71
ViSkill: Reinforcing VLM Agents with Evolving Visual-Native Skills Paper • 2610.12403 • Published Oct 8 • 14
ComputerSD: Online Self-Distillation from Real-Time Feedback for Computer-Use Agents Paper • 2609.40253 • Published Oct 1 • 8
HybridCUA: Learning to Orchestrate GUI and CLI for Computer-Use Agents Paper • 2609.38008 • Published Sep 29 • 25
Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents Paper • 2609.17653 • Published Sep 15 • 18
RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning Paper • 2609.20784 • Published Sep 17 • 25