Robot one-shot learning reaches a new milestone: Generalist AI's GEN-1.5 model learns new physical manipulation tasks from a ...

A new robot model learns physical tasks from seconds-long demonstrations, achieving high success rates without extensive task ...

To operate reliably in dynamic real-world settings, robots should be able to acquire new skills quickly without undergoing ...

Robotic learning and human–robot interaction (HRI) encompass methods by which machines acquire new skills and collaborate effectively with people. Central to this endeavour are adaptive algorithms ...

A new robot foundation model can learn physical tasks from a single demonstration lasting just 3 to 12 seconds, then attempt ...

Generalist’s GEN-1.5 robot learns tasks from seconds-long demonstrations, offering a glimpse at how AI systems could learn from the physical world.

Research around the Universal Manipulation Interface is enabling Generalist, Walden Robotics, and others to turn data into robot behaviors.

CAESAREA, Israel, Feb. 12, 2026 / PRZen / Deep Learning Robotics (DLRob), a developer of vision-based robotic autonomy software, today announced the pre-launch of its Zero-Teach and ...

A new robot foundation model can learn previously unseen manipulation tasks from just seconds of demonstration data without additional training, potentially pointing toward robots that can adapt to ...