PearlVLA: Progressive Embodied Action-Plan Refinement in Latent Space

Bochen Yang, Lianlei Shan

Current Vision-Language-Action (VLA) models face a trade-off between efficient action generation and explicit deliberation. Directly decoding actions from vision-language backbone…