Aligning Agentic World Models via Knowledgeable Experience Learning Paper • 2601.13247 • Published Jan 19 • 15
Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-Improvement Paper • 2610.40191 • Published 9 days ago • 79
Hybrid Computer Use: A Unified Programmatic, Semantic, and Visual Interface for General Agents Paper • 2610.41432 • Published 8 days ago • 14
VisSearch-Bench: Evaluating Long Horizon Visual Search in Multimodal Agents Paper • 2611.04894 • Published 4 days ago • 17
S-Agent 2.0: Spatial Reasoning with a General Coding Agent Paper • 2610.28354 • Published 18 days ago • 39
OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory Paper • 2610.26860 • Published 19 days ago • 102
OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory Paper • 2610.26860 • Published 19 days ago • 102
Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight Paper • 2610.08077 • Published Oct 6 • 165
UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation Paper • 2610.09823 • Published Oct 7 • 33
Tev: Scaling Long-Horizon Agentic Environments with Dense Progress Rewards Paper • 2610.18868 • Published 25 days ago • 47
Realtime-Venus: A full-duplex interaction system with asynchronous delegation Paper • 2609.13814 • Published Sep 12 • 150
Agentic Visual Generation: From Generative Models to Agentic Control Paper • 2609.06758 • Published Sep 6 • 21
Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents Paper • 2608.31076 • Published Aug 31 • 20