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mit robotics

MIT engineers design new handheld interface that gives ‘anyone the ability to train a robot’

July 18, 2025 by David Edwards

Teaching a robot new skills used to require coding expertise. But a new generation of robots could potentially learn from just about anyone.

Engineers are designing robotic helpers that can “learn from demonstration”. This more natural training strategy enables a person to lead a robot through a task, typically in one of three ways: via remote control, such as operating a joystick to remotely maneuver a robot; by physically moving the robot through the motions; or by performing the task themselves while the robot watches and mimics.

Learning-by-doing robots usually train in just one of these three demonstration approaches. But MIT engineers have now developed a three-in-one training interface that allows a robot to learn a task through any of the three training methods. [Read more…] about MIT engineers design new handheld interface that gives ‘anyone the ability to train a robot’

Filed Under: Features, Robotics Tagged With: collaborative robots, kinesthetic robot learning, learning from demonstration, mit robotics, natural robot teaching, robot programming without code, robot teaching tool, robot training interface, teleoperation robot training, versatile demonstration interface

MIT scientists develop new system to enable robots to solve manipulation problems in seconds

June 5, 2025 by Mai Tao

By Adam Zewe, MIT News

Researchers have developed an algorithm that lets a robot ‘think ahead’ and consider thousands of potential motion plans simultaneously.

Ready for that long-awaited summer vacation? First, you’ll need to pack all items required for your trip into a suitcase, making sure everything fits securely without crushing anything fragile.

Because humans possess strong visual and geometric reasoning skills, this is usually a straightforward problem, even if it may take a bit of finagling to squeeze everything in.

To a robot, though, it is an extremely complex planning challenge that requires thinking simultaneously about many actions, constraints, and mechanical capabilities. Finding an effective solution could take the robot a very long time – if it can even come up with one. [Read more…] about MIT scientists develop new system to enable robots to solve manipulation problems in seconds

Filed Under: News, Science Tagged With: cutamp algorithm, factory automation, gpu computing, mit robotics, nvidia research, packing robots, parallel processing, robot manipulation, robot planning, task and motion planning

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