Robotics is really a fascinating area.

Obey the Three Laws of Robotics?

Robotics is partially observable, yes or no?

This is Chris Harbert from Rethink Robotics.

And very clearly robotics is partially observable.

So welcome to Artificial Intelligence for Robotics.

Now a lot of robotics is very impressive, but manipulation robotics is really just in the dark ages.

Another example was a robotics agricultural weeding device.

We worked with, by the way, Honeybee Robotics.

But let me show you cutting edge robotics.

There's also a long history of AI in Robotics.

And this is like robotics without wires or motors.

Robotics systems are just incredible these days, absolutely incredible.

Thrun So this finishes my short lecture on robotics.

So historically, robotics played a huge role in artificial intelligence and a good chunk of this class will be focusing on robotics.

So we're really entering the era of wearable robotics actually.

And now this is the early era of wearable robotics.

One of the fundamental things about robotics is called perception.

Welcome to RoMeLa, the Robotics Mechanisms Laboratory at Virginia Tech.

I'm at Carnegie Mellon we've got a great Robotics Institute there.

Now there's a huge history of using artificial intelligence in robotics.

In my own research, I've extensively used machine learning for robotics.

A clear frontrunner has appeared in the so called robotics race.

And many, many other robotics projects I want to talk about.

And the last project also has to do with medical robotics.

And the field of robotics has gotten much better over time.

Character robotics could plant the seed for robots that actually have empathy.

And we will be bringing robotics of all sorts into the ocean.

I took here a model from robotics it's called the Subsumption Architecture.

So I think robotics and human spaceflight together are an awesome combination.

Husqvarna on the bottom, Friendly Robotics on top there, an Israeli company.

like in robotics and computer vision and filtering and diagnostics and so on.

In fact, often AI has been studied together with robotics, as one discipline.

There is no generalization at all from one task to another in robotics.

And I'll talk about this when I talk about robotics in more detail.

And I went to Carnegie Mellon, and I earned my PhD in robotics.

Let's talk about a problem that often occurs in robotics called a systematic bias.

Can we really scale this up? Can we really embed robotics into every part?

Tesla has over 700 patents to his name radio, wireless telegraphy, remote control, robotics.

And then I started Hanson Robotics, which has been developing these things for mass manufacturing.

We just implemented the prediction step of a particle filter in a real robotics example.

But somethings about robotics is indeed adversarial and to some extent driving is as well.

Artificial intelligence, Al, has successfully been used in finance, robotics, games, medicine, and the Web.

At our lab RoMeLa, the Robotics and Mechanisms Laboratory, we have these fantastic brainstorming sessions.

We're doing science experiments, we're exercising, we're out doing space walks, we're doing robotics stuff.