LLM-as-a-Verifier: A General-Purpose Verification Framework Paper • 2607.05391 • Published Jul 6 • 18
Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models Paper • 2606.19297 • Published Jun 17 • 78
Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation Paper • 2607.07608 • Published Jul 8 • 57
PixWorld: Unifying 3D Scene Generation and Reconstruction in Pixel Space Paper • 2607.05373 • Published Jul 6 • 42
RynnWorld-Teleop: An Action-Conditioned World Model for Digital Teleoperation Paper • 2607.06558 • Published Jul 7 • 27
AlayaWorld: Long-Horizon and Playable Video World Generation Paper • 2607.06291 • Published Jul 7 • 89
RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation Paper • 2607.06559 • Published Jul 7 • 42
SimFoundry: Modular and Automated Scene Generation for Policy Learning and Evaluation Paper • 2606.28276 • Published Jun 26 • 18
PhysisForcing: Physics Reinforced World Simulator for Robotic Manipulation Paper • 2606.28128 • Published Jun 26 • 55
ENPIRE: Agentic Robot Policy Self-Improvement in the Real World Paper • 2606.19980 • Published Jun 18 • 16
Steering Vision-Language-Action Models as Anti-Exploration: A Test-Time Scaling Approach Paper • 2512.02834 • Published Dec 2, 2025 • 42