InGoogle Cloud - CommunitybyAmanda Fitch·Oct 2Building Smarter Robots: Why VLAs Beat General LLMs at the Zero-Reward WallTeach your real-world robots to play virtual games first, and use the right model for the task.
Albert | Edge Intelligence Lab·Aug 14Cooperative Driving Is Learning Where — and When — to Share IntelligenceNew research suggests that fusion timing, failure memory, uncertainty, and communication structure may matter more than simply exchanging…
Yahya Hussein·Jul 23Vision-Language-Action Models: Giving Robots Internet-Scale World Knowledge⬅️ Main Hub: The End-to-End Robot Learning Pipeline ⬅️ Previous: Sequence Modeling and Transformers: How Robots Remember What They Just Did
Ian Loe·Jul 3Physical AI Has Hit a Wall. World Models Are the Way Through It.Part of my current mandate is to scout the robotic workforce market: which platforms are real, which are demo videos, and which could…A response icon3A response icon3
Shiduozh·Jun 6From FASTer to G05: Where Should Autoregressive VLAs Go From Here?Related work mentioned in the blog: 1. FASTer: Toward Efficient Autoregressive Vision Language Action Modeling via Neural Action…
Shaip·May 26VLM vs VLA: Key Differences Every Robotics Team Should Know | ShaipTwo model classes get conflated in robotics conversations: vision-language models and vision-language-action models. They sound similar…
Shaip·May 21VLA Models: Training Data Requirements Explained | ShaipThe shift from chatbots to robots that follow natural-language commands runs through a single class of models. VLA models —…
Keivalya Pandya·May 8DreamZero: overview of a robot that dreamsWhat if a robot could learn to do, anything? For decades, we have dreamed of the universal robotic assistant — a machine capable of helping…
ComfyAI·Apr 25Bridging the Data Gap: How H-RDT Leverages Human Video to Master Robot ManipulationThe biggest bottleneck in the Robot Learning (VLA) field right now is painfully obvious: teleoperation data is too expensive and too…
Ville Kuosmanen·Apr 23Research Notes From Reproducing RL TokenOpen-sourcing our research notebook from post-training VLA models for high reliabilityA response icon3A response icon3
