R esearchers have developed a new control system for legged robots, including quadrupeds and humanoids, allowing them to ...

The motion control of humanoid robots is becoming the next hot research area for the application of reinforcement learning ...

We've seen robot dogs run up hills with luggage, and help fight fires. Now, researchers at Switzerland's ETH Zurich are ...

A team has shown that reinforcement learning -i.e., a neural network that learns the best action to perform at each moment based on a series of rewards- allows autonomous vehicles and underwater ...

The technology that allows robots to handle deformable objects such as wires, clothing, and rubber bands has long been regarded as a key task in the ...

A new machine-learning technique can train and control a reconfigurable soft robot that can dynamically change its shape to complete a task. The researchers also built a simulator that can ...

Dactyl figures out how to manipulate something using reinforcement learning, which trains a neural network to control the hand based on extensive experimentation.

Researchers from Google and UC Berkeley published work earlier this year that showed a robot learning how to walk by mimicking a dog’s movements using a technique called imitation learning ...

Motion control of humanoid robots is becoming the next hot research area for the application of reinforcement learning (RL) ...