A new machine-learning technique can efficiently learn to control a robot, leading to better performance with fewer data. Researchers from MIT and Stanford University have devised a new ...

A new methodology is helping robots to move its arms autonomously. Researchers combined a ...

This paper is about how robots (in particular, household robots like mobile manipulators) can autonomously acquire skills via ...

Robotics is entering a new phase where general-purpose learning matters as much as mechanical design. Instead of programming every behavior by hand, modern robots are increasingly expected to learn ...

In a study published in Robot Learning journal, researchers propose a new learning-based path planning framework that allows mobile robots to navigate ...

Robots could soon do daily home tasks on their own. A new method helps them move both arms together and adjust when things change.

In a study published in Robot Learning journal, researchers propose a new learning-based path planning framework that allows mobile robots to navigate safely and efficiently using a Transformer model.

A robot, trained for the first time by watching videos of seasoned surgeons, executed the same surgical procedures as skillfully as the human doctors. The successful use of imitation learning to train ...

Artificial intelligence (AI), robotics and automation tools need resources, data and humans in the loop to make them the robust wells of knowledge they are today. For autonomous vehicles to recognize ...

Boasting a sophisticated design tailored for versatile mobility, Cassie demonstrates remarkable agility as it effortlessly navigates quarter-mile runs and performs impressive long jumps without ...