Tag: MIT CSAIL

Helping robots practice skills independently to adapt to unfamiliar environments

Helping robots practice skills independently to adapt to unfamiliar environmentsHelping robots practice skills independently to adapt to unfamiliar environments

The phrase “practice makes perfect” is usually reserved for humans, but it’s also a great maxim for robots newly deployed in unfamiliar environments. Picture a robot arriving in a warehouse. [...]

Creating and verifying stable AI-controlled systems in a rigorous and flexible way

Creating and verifying stable AI-controlled systems in a rigorous and flexible wayCreating and verifying stable AI-controlled systems in a rigorous and flexible way

Neural networks have made a seismic impact on how engineers design controllers for robots, catalyzing more adaptive and efficient machines. Still, these brain-like machine-learning systems are a double-edged sword: Their [...]