Specifically, this new work reveals that reinforcement learning, widely used in the field of control and robotics ... difficult to achieve otherwise. For example, we have been able to demonstrate ...

Robots hit the factory floor. Kepler’s K2 debuts in Shanghai, raising hopes for efficiency and fears for the future of human ...

For example, a pair of robot legs called Cassie taught itself to walk using reinforcement learning, but only after it had done so in a simulation. “The problem is your simulator will never be ...

ANYmal-D, the badminton-playing quadruped robot from ETH Zurich, combines artificial intelligence with whole-body ...

Reinforcement learning serves as the foundation of Figure ... learned behaviors are both versatile and reliable. For example, robots are trained to navigate surfaces ranging from smooth indoor ...

RL is widely used in fields such as robotics, game playing, and autonomous systems, where dynamic decision-making is essential. Examples of Reinforcement Learning: High computational cost ...

"For example ... The new reinforcement learning framework Teng and his colleagues developed could soon open new possibilities for the real-world deployment of legged robots.

The new suite provides developers with structured guidance across key areas of robotics, from modular architecture design to ...

So, a team of scientists at ETH Zürich got busy fixing this problem. “I wanted to fuse perception and body movement,” said ...