Start your robotics journey with essential foundations and workflows in simulation, Robot Operating System (ROS), and robot learning.

Robot learning is a research field at the intersection of machine learning and robotics. It studies techniques allowing a robot to acquire novel skills or adapt to its environment through learning …

Developed by a veteran team of technologists, neuroscientists, child development specialists, and creative storytellers, Moxie is a social robot designed with the latest technology that allows it to …

Robots need to make sequential decisions to operate in the world and generalize to diverse environments. How can they learn to do so? This is what we call the "robot learning" problem, …

Jan 28, 2025 · Now, it’s been mastered by robots, thanks to a novel, AI-powered training method. By learning from human demonstrations and feedback, as well as its own real-world attempts, …

Our goal is to develop intelligent robotic systems that can perceive, plan, and act in complex environments and improve performance with experience.

Apr 30, 2025 · How do robots learn to do things like folding laundry, avoiding walls, or teaching each other new skills? We break it down in full detail.

What is it about interacting with the world that is so hard for robots? The Robot Learning stream addresses this challenge through the lens of machine learning, in pursuit of developing …

Jun 26, 2023 · Reinforcement learning (RL) offers a natural framework to construct such systems, where agents can learn from trial-and-error. And indeed, RL has been used to develop …

Focus is on both applied and theoretical issues in robotics and automation. Robotics is here defined to include intelligent machines and systems; whereas automation includes the use of …