One way you can specify a Markov decision process by a graph.

I took the three elements stomach, small intestine and colon.

How does the world evolve as we take actions in the world?

Now, in stochastic partially observable worlds, the equations are a little bit more complicated.

This isn't a genetic disease.

So wherever you see a variable without a quantifier, assume that there's a For All.

But when we're looking for the estimate of the utility of the state, what we can do is say

And so those tumors, those are symptoms of cancer.

The un digestive food reaches the Ileo cecal valve and enters the large intestine or colon.

This is real.

What does it take to describe a game?

So here's one example of a successor state axiom.

And then, in addition to the transition, we need a reward function which we'll denote R.

liver, gall bladder, small intestine, and large intestine, also known as your colon.

We describe the situations by objects, so we usually have an initial situation, often called S0, and then we have a function on situations called Result.

I also declared to the world at large that I would ride it out, and I would not allow cancer to ride me.

I'm not saying instead of, I'm saying as well as,

This one will be there, but it's in chart 1, and we're looking for things in chart 2.

Veena with his intestines.

We would say if there is some P, which is the plane in state S, and there is some X, which is an airport in state S, and there is some Y, which is also an airport in state S, and P is at location X in state S, then that implies that it's possible to fly P from X to Y in state S.

We wish to estimate recursively the value of state S.

I'll show you the possibility axiom for the Fly action.

An MDP consists of a set of states

Petrovsky, USS Antares.

USS Kelvin, go for Starfleet Base.

We're receiving a distress signal from the USS Kobayashi Maru.

McGrath, USS Walcott.

Before a Romulan ship attacked the USS Kelvin.

Hannity, hail the USS Truman.

He went on to captain the USS Enterprise.

How would you like to avoid the pointy end of the stick?

The key to solving them was called value iteration where we assigned a value to each state.

McCoy, USS Enterprise.

Spader, USS Hood.

If S is a terminal state, then the value is just the utility of the state given by the definition of the game.

It's 1 over s squared. y is equal to 1 over s squared, times s squared, over s squared plus a squared.

The way I figure the little girl she's talking about

It's your appendix, Jack.

If we want to be more formal and write that out mathematically, what we can say is what this plan represents is we started in the start state, and then we transitioned to the state that is the result of applying the action of going from A to S, to that start state and then we applied to that, the result of starting in that intermediate state and applying the action of going from S to F.

However, it's not going to solve our problems.

Cancer.

Cancer.

From cancer?

The planning question might be a bit hard to read, so let me read the text for you.

I wouldn't have been able to do anything