S-Space: Exploring Spatial Workspace in Multimodal Language Models Paper • 2610.13527 • Published Oct 9 • 54
onPanda: Efficient Annotation of On-Policy Alignment Data for LLMs and Agents via Token-Level Correction Paper • 2609.24983 • Published Sep 21 • 40
GameHorizon Suite: Multi-Horizon Data and Evaluation in Gameplay Paper • 2609.25001 • Published Sep 21 • 46
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses Paper • 2609.24972 • Published Sep 21 • 164
Trimming the Long-Tail of Visual World Modeling Evaluation Paper • 2606.24256 • Published Jun 23 • 31
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent Paper • 2606.30616 • Published Jun 29 • 104
Agentic Abstention: Do Agents Know When to Stop Instead of Act? Paper • 2606.28733 • Published Jun 27 • 47
MobileForge: Annotation-Free Adaptation for Mobile GUI Agents with Hierarchical Feedback-Guided Policy Optimization Paper • 2606.19930 • Published Jun 18 • 44
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Paper • 2606.24530 • Published Jun 23 • 65
Qwen-AgentWorld: Language World Models for General Agents Paper • 2606.24597 • Published Jun 23 • 163