Researchers have introduced an online model-based reinforcement learning algorithm that trains robots directly from real-world interactions, bypassing extensive simulation. The approach builds a ...

A complete pipeline that can run on a single workstation to train a humanoid robot to walk over rough terrain.

Sony's AI-powered robot Ace has defeated several elite table tennis players, marking the first time a robot has reached human expert-level play in a common competitive sport. Using reinforcement ...

Effective task allocation has become a critical challenge for multi-robot systems operating in dynamic environments like search and rescue. Traditional methods, often based on static data and ...

Quadrupedal robots are becoming a familiar sight, but engineers are still working out the full capabilities of these machines. Now, a group of researchers from MIT says one way to improve their ...

Researchers have unveiled a new method that lets robots handle irregular, curved objects with ...

A KAIST research team has developed a quadrupedal robot control system that allows machines ...

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