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Yes or no.

There's just the likelihood.

His criticisms were highly esteemed.

Clear. We're clear!

Please say yes or no.

So that's a little bit of a taste of why someone might realistically, in this case, pay a higher Price to Earnings for safety.

A second terminology for environments pertains to whether the environment is deterministic or stochastic.

In a deterministic action, it obviously succeeds, unless of course we run into a wall.

But there wasn't any internal structure to those states.

Now, these types of models have different properties.

You really don't want to wait for the truck to disappear.

K means is a nice, intuitive algorithm to derive clusterings.

I want to ask you, for each one, which of these properties they exhibit.

A probability theorist...

So we underestimate our likelihood of suffering from cancer, being in a car accident.

Now, these distinctions are not hard to cut.

That we call deterministic.

This is a degenerate case.

Throttle down, tube safe.

In the previous unit, we went over the basics of probability theory and saw how a Bayes network could concisely represent a joint probability distribution, including the representation of independence between the variables.

In reality, you might find yourself wow, I'm over here. How did that happen?

Now, we've made great progress with automobile technology over the last 100 years.

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All these problems have in common that they have really challenging planning problems.

That's a probability distribution because the world is stochastic.

You may not go forward exactly 1 meter.

It's our tendency to overestimate our likelihood of experiencing good events in our lives and underestimate our likelihood of experiencing bad events.

You might remember in the very first class we distinguished very different characteristics of agent tasks, and here are some of those.

And so forth and so on.

And when I say we, I really mean the computer program.

despite the obvious intellectual understanding of their safety, my hands still get sweaty on takeoff.

Um, you know, make sure everything's safe.

Raptor is secure.

In benign environments, the environment might be random.

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