A robotic hand can juggle a cube—with lots of training

Nothing in this world — animal or robot — quite comes close to the flexibility and dexterity of the human hand. For engineers at the Elon Musk-founded nonprofit OpenAI, this presented both a challenge and an opportunity. How could their researchers use artificial intelligence to teach a robot to manipulate objects as artfully as a human? Usually, when teaching an AI to control a physical robot, scientists tend to come up against the same problems. Training is often done using reinforcement learning; a method where the AI learns through a process of trial and error. But this requires a lot of time, usually amounting to years of experience. That’s fine if you want an AI to beat, say, a video game — you just let it play the game at an... Continue reading…

A robotic hand can juggle a cube—with lots of training

How long does it take a robotic hand to learn to juggle a cube?

Wed 1 Aug 18 from Phys.org

All finger robots want for Christmas is a hand like Dactyl

A lettered, multi-colored block: A trivial task awaits humans to pick it up, turn it around, toss it around in the palm of our hands. For a robot expert, though, this is an uphill task that ...

Tue 31 Jul 18 from TechXplore

An AI-driven robot hand spent a hundred years teaching itself to rotate a cube

A reinforcement learning algorithm allows Dactyl to learn physical tasks by practicing them in a virtual-reality environment.

Mon 30 Jul 18 from MIT Technology Review

OpenAI Demonstrates Complex Manipulation Transfer from Simulation to Real World

By adding randomness to a relatively simple simulation, OpenAI's robot hand learned to perform complex in-hand manipulation

Mon 30 Jul 18 from IEEE Spectrum

OpenAI unveils 'state-of-the-art' system that gives robots human-like dexterity

OpenAI, a robotics research group that's backed by tech titan Elon Musk, trained the robot hand to be able to manipulate objects using a sophisticated system called Dactyl.

Mon 30 Jul 18 from Daily Mail

OpenAI's Dactyl system improves the dexterity of robot hands

It's still early days in creating the kind of human-like androids we see in the movies, but new research brings us ever closer to the idea. Boston Dynamics has become the de facto ...

Mon 30 Jul 18 from Engadget

OpenAI’s robotic hand doesn’t need humans to teach it human behaviors

Gripping something with your hand is one of the first things you learn to do as an infant, but it's far from a simple task, and only gets more complex and variable as you grow up. This complexity ...

Mon 30 Jul 18 from TechCrunch

OpenAI sets new benchmark for robot dexterity

Mon 30 Jul 18 from The Verge

Robot hand learns real world moves in virtual training

Researchers backed by Tesla Inc founder Elon Musk and Silicon Valley financier Sam Altman have found a novel way to use software to teach a human-like robotic hand new tasks, a discovery that ...

Mon 30 Jul 18 from Reuters Science

Robotic Hand Can Juggle Cube — With Lots of Training

How long does it take a robotic hand to learn to juggle a cube? About 100 years, give or take. That's how much virtual computing time it took researchers at OpenAI, the nonprofit artificial ...

Tue 31 Jul 18 from Voice of America

Bookmark

Bookmark and Share