2 papers
cs.CV2026
UniTeD: Unified Temporal Diffusion for Joint Perception and Planning in Autonomous Driving
Bo Zhao, Xinting Zhao, Naifan Li +2
Diffusion models have shown strong potential for multi-modal planning in end-to-end autonomous driving. However, most existing methods confine diffusion to the planning module, con…
cs.RO2026
World-Language-Action Model for Unified World Modeling, Language Reasoning, and Action Synthesis
Yi Yang, Zhihong Liu, Siqi Kou +9
We propose world-language-action (WLA) models as a new class of embodied foundation models. WLA takes textual instructions, images, and robot states as inputs to jointly predict te…