Decision making.

Each task was made up of many, many, many sub choices of course.

And I'm going to show you why. Dilbert already knows, of course. Dogbert's tech support.

It all has to do with when you face what I call the INCA.

(Laughter)

The yellow line shows us the most likely path.

It's always about What is this situation like that I've experienced in the past?

You're right.

That's a complicated problem that's a lot to know.

I appreciate a man who's calm and careful In his decision making.

Why would we use that verb, it doesn't feel right?

Politicians have no technical understanding, and thus provide no value when arriving at a decision.

To say

They probably were simply following the wisdom that has come down through the ages, this adage that when you're making decisions, especially decisions of importance, it's best to be in charge, it's best to be in control, it's best to be in the driver's seat.

Let bygones be bygones.

It's that you can see the world as it isn't.

Similarly, people are prone to annoying things

Ken Livingstone was reelected.

The past is the past, okay?

In the past. It's all in the past.

No way, please

I'm a neuroscientist, and I study decision making.

In normal life, there is a cost associated with moving.

A too tall gray wall

You might notice what we don't need to know there's no history in here.

About you're past.

He plays little part in the decision making.

And for the first time

The past? !

In fact, he basically invented Graph SLAM 200 years ago. He just didn't know about it.

Alternative Solutions

So most of this class focuses on Markov decision processes as opposed to partially observable Markov decision processes.

Now, before we get into the math of reinforcement learning,

We all make errors, it doesn't care what happened.

This is a story of past mistakes

And their managers, who didn't have any signature authority or couldn't actually install software, recommended that this actually get bought.

Statistics comes to our rescue.

We even put out a house, designed specially for people to gather

The school board is empty The chalk has faded

Narrator Before diving into too much detail,

But the one story stuff ... that's really history.

Obviously the top state is much more attractive than the bottom state with minus 100.

It is imperative that we should encourage participatory forms of decision making.

We let the doctors make all the decisions and take the driver's seat.

For the sake of our health, our wealth and our collective security, it's imperative that we keep the independent decision making parts of our brains switched on.