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 ...

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 ...

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

New AI training allows assistive robots to move both arms naturally, helping them perform household tasks more safely and efficiently.

Traditional safety protocols weren’t designed for self-improving systems, which raises important questions about validation, ...

Ambuj Tewari receives funding from NSF and NIH. Understanding intelligence and creating intelligent machines are grand scientific challenges of our times. The ability to learn from experience is a ...