An algorithm that enables a robot with a single model -- known as a vision-language-action (VLA) model -- to learn in three different ways: practice, watching a demonstration, and being tele-operated.

www.pi.website/blog/pistar06

#solidstatelife #lms #genai #vlamodels #reinforcementlearning #rl

LeRobot v0.6.0: ロボティクスAIのデータ基盤と開発者体験を革新する新機能群

LeRobot v0.6.0の技術的進化と新機能。

#RoboticsAI #ImitationLearning #DatasetManagement #HuggingFace #VLAModels

DriveAction benchmark offers 16,185 QA pairs from 2,610 driving scenarios to evaluate VLA models' human‑like decisions. Removing visual input cuts accuracy by 3.3%. Read more: https://getnews.me/driveaction-benchmark-for-human-like-decisions-in-autonomous-driving/ #driveaction #vlamodels

The open‑source Robot Control Stack (RCS) unifies simulation and real robots for Vision‑Language‑Action model training; the project was announced on 18 Sep 2025. Read more: https://getnews.me/robot-control-stack-enables-scalable-learning-for-real-world-robots/ #robotcontrolstack #vlamodels

Bring the Apple, Not the Sofa: Impact of Irrelevant Context in Embodied
AI Commands on VLA Models
Andrey Kuznetsov, Andrey Moskalenko et al.
Paper
Details
#EmbodiedAI #ContextInAI #VLAModels