HiF-VLA: Hindsight, Insight and Foresight through Motion Representation for Vision-Language-Action Models Paper • 2512.09928 • Published 5 days ago • 10
Unified Diffusion VLA: Vision-Language-Action Model via Joint Discrete Denoising Diffusion Process Paper • 2511.01718 • Published Nov 3 • 6
VLA^2: Empowering Vision-Language-Action Models with an Agentic Framework for Unseen Concept Manipulation Paper • 2510.14902 • Published Oct 16 • 15
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model Paper • 2510.12276 • Published Oct 14 • 145
VLA-RFT: Vision-Language-Action Reinforcement Fine-tuning with Verified Rewards in World Simulators Paper • 2510.00406 • Published Oct 1 • 65