SkillNet Cuts Agent Steps Through Reusable Skills
An ontology, evaluation scheme, and 600,000-skill repository let agents retrieve and compose prior procedures, reporting 40% higher rewards with 30% fewer steps.
Aug 23, 20264 min2603.04448
Yang Liu
3 articles on SOTA Papers
Professional GUI Agents Stall on Long-Horizon Workflows
Workflow-GYM evaluates 338 tasks across 56 virtual-machine software environments, where the best model averages 30.67% success.
Jul 28, 20265 min2606.11042
Unified 3D Pipeline Turns Mixed Inputs Into Explorable Worlds
ABot-3DWorld 0 maps text, images, multi-view photos, and video into a shared Spatial Generative Primitive before generating panoramic exploration paths and reconstructing 3D Gaussian Splatting worlds.
Jul 28, 20264 min2607.11673