PHR-VLA：规划视野推理的 VLA
Original title: PHR-VLA: Planning Horizon Reasoning for Vision-Language-Action Models
ResearchAI 75
Source: arXiv cs.ROPublish time unverified
arXiv:2608.27609v1 Announce Type: new Abstract: Vision-language-action models (VLAs) have shown strong promise for general-purpose robotic manipulation by mapping language instructions and vision observations directly to actions. However, most VLAs primarily condition action prediction on current observations and lack an explicit mechanism for reasoning over future task dynamics, which is particularly important for fine-grained, contact-rich manipulation.