Overview:

Hugging Face LeRobot crash course

https://lnkd.in/eTYK3k3h

Some definitions about VLAs and VLMs in robotics:

https://mbreuss.github.io/blog_post_iclr_26_vla.html

Embodied AI: From LLMs to World Models

https://arxiv.org/pdf/2509.20021

VLAs:

A Survey on Vision-Language-Action Models for Embodied AI

https://x.com/IliaLarchenko/status/1962483461576696261?s=20

Winning the BEHAVIOR-1K Challenge (NeurIPS 2025)

https://robot-learning-collective.github.io/winning-behavior-1k-challenge

https://arxiv.org/pdf/2512.06951

VLMs for robotics:

Generalist Policy:

Robot Learning Courses:

CMU: