So in a stochastic partially observable environment, the actions tend to increase uncertainty, and the observations tend to bring that uncertainty back down.

I feel the uncertainty of life.

Uncertainty comes because of noisy observation.

And fifth, the element of uncertainty.

When mapping an environment with a mobile robot, uncertainty in robot motion forces us to also perform localization.

large amounts of uncertainty. So, uncertainty comes in many forms and for many different reasons.

So there is a great deal of uncertainty, and Entropy captures this uncertainty, this disorder.

Even seasickness is a consequence of uncertainty.

Narrator Planning under uncertainty.

Last year was a period of economic uncertainty.

Your uncertainty shrinks to 3.99, which is slightly better than the measurement uncertainty.

They make errors of logic in reasoning with uncertainty.

Or decision making under uncertainty.

You have that much uncertainty.

There is no uncertainty anymore.

And uncertainty results in caution.

We never brought planning and uncertainty together, uncertainty and learning, or planning and learning.

You then predict that you add 1, but the uncertainty increases to 5.99, which is the motion uncertainty of 2.

Let's assume the measurement uncertainty is constant 4, and the motion uncertainty is constant 2.

We talked about planning, but not under uncertainty, and you've had many, many classes of under uncertainty, and now it gets to the point where we can make decisions under uncertainty.

And that makes sense because we had a huge initial uncertainty, and inaudible of 5 with a relatively small measurement uncertainty.

So what is evolution's answer to the problem of uncertainty?

You know, it's the principles of uncertainty, so, you know.

The Cholesterol Free Desktop Environment. A desktop environment reminiscent of CDE

Only doubts and questioning and uncertainty.

That uncertainty might grow over time.

Now, who remembers Heisenberg's uncertainty principle?

Uncertainty is what makes play fun.

Drama is anticipation mingled with uncertainty.

Entropy is associated with uncertainty, disorder.

Uncertainty, that's what one fears most.

All these methods have in common that we build a model of the environment while also addressing the fact that the robot itself accrues uncertainty while it moves.

Back to some of the more mundane issues of thinking about uncertainty.

I get an uncertainty matrix where I have a really high uncertainty in the position and a really high uncertainty in the velocity, and they're both uncorrelated.

I'm going to call environment lookup of x in the new environment.

Environment

'environment '

Environment

Environment

Environment

And numbers in between give you the gray levels of uncertainty.

The whole history of telephony is a story of dealing with that uncertainty.

The evidence left no room for uncertainty.

Motion comes in, 3.66. Uncertainty goes up.

If mankind doesn't take care of the environment, the environment may eliminate mankind.