Name: 構建神經網絡訓練數據--《星際爭霸II》中的Python AI教程第9頁 (Building Neural Network Training data - Python AI in StarCraft II tutorial p.9)
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And welcome to part nine of our A I in Starcraft two with Python tutorial.

We're gonna continue working on what we've been working on, which is applying deep learning Thio, Starcraft two.

Now, of course, before we can do any machine learning, we have to build our data set.

And that's basically what we've been focusing on so far.

So up to this point, we've got quite a good visualizations, quite a good visualization of the map and what's going on?

I just want to add a few more visualizations, and that's gonna be things like, How many minerals do we have?

And then I also want to see a visualization of our like our just our population supply.

How much of that I have we exhausted like ratio of that and then also like a ratio of our military unit store worker units so we can see on the map usually pretty well like how many, um, military units we have versus how many workers but things that we can't quite as easily see is like how many units we have compared to our supply.

I mean, maybe the network could learn to count the pylons or something and figure it out.

It's totally possible, but I thought I'd be somewhat useful to display certain things in, like, ratio form.

So that's the last thing I'm just going to add.

And this methodology of displaying things isn't necessarily going to be learnt Herbal by the network.

I think the bar length is totally doable, like how long the bar is.

But in general neural network, artificial neural networks tend to learn more like patterns rather than like a length of a thing.

Um, but I'm just gonna throw it in there anyways, so just to see So anyways, um, let me just do this again.

This should be self explanatory type code.

And just after Anethe, after neath underneath obs, we will just paste all this boom.

So what we're gonna do is display or minerals.

So the game really would have no idea of knowing, like, how many minerals do we actually have?

Just with a little ratio of a bar If we have more than 1500 then we're just going to show it as, like, a full bar.

And then we're gonna do the same thing with the best being we're gonna do something similar with population.

In this case, we're gonna say supply left oversupply, Cap.

Visually, the network could maybe learn that, but given if units were over it, you know, maybe not.

So I want to make sure we have that totally clear.

And then, um and then I have, like, a military units kind of ratio compared to our workers.

Um, and actually, in this case is just military units over our entire our entire supply and actually don't see plausible supply.

Okay, so, um, anyway, then we come down here, and then we just draw each each line.

Then we're just kind of color coding those lines, Um, a little differently.

I think that the visualization of what's going on well, we'll just help?

Um, on de harnessed clum a wisp, our Eo Howard Liang and lizards.

Mona, thank you very much for your support.

Okay, So as you can see here we have the You know, the bars basically, and these are in order, so I actually purposely flipped them around.

So this one here is worker to supply ratio.

Um, and then we have the plausible supply.

So this is just our current supply out of 200.

So as this gets bigger, um, is it plausible spice supply?

Because we just built the nexus, and then it bumped up.

So actually supply is well, Yeah, OK, that's our That's our, um our quota.

Um anyway, uh and then the alec down here, this is how much invest being we have.

And let's just check to make sure we've got a lot of SP in and not so many minerals.

So we're definitely We've got quite a bit.

Or maybe we're getting vest mean much quicker tomorrow.

So, um, so now that we've got that visualization, um, the I think the visualizations pretty much done.

Like when the scout flies, you can see how, like, as it goes up, it loses units, and as it goes down, it loses units again.

I'm not really sure if we can get that radius a little larger.

Um, because I do like how he, like, flies around randomly.

I don't think I'd want to hold him in the same spot.

Another option you have is to just keep sending scouts.

Um, honestly, I just thought of that just now.

That's probably a really better, more efficient.

Yeah, How many spaces is only takes in one of takes away one of our spaces.

And I believe generally we actually pretty much always have enough supply.

Like I don't think supplies ever an issue until really late game.

Wonder about sending like an observer here.

You can't see what I'm pointing to get back up here sending like you can see this.

Uh, here and then you can't see this one unfortunately, but like up, you know, up to the You see this mouse?

Okay, so an observer here, here and here, like these are gonna be like, if you actually look at these maps, the reason I like your start point here is has basically a choke point.

There's, like, only one way to get here, and you've got to come through that choke point.

And then as you expand out, like, here and here, there's, like, two points.

But then, if you go any further than that, it's like you can get a tax really easily.

So would be useful to at least send three observers out at any given time to each of these locations and just always hang one over there.

I actually think that's a really good idea.

Um, unfortunately, already begun training data, so I'm gonna go and see this one through, but I think in that if this is anything promising at all, I might want to change the data to something more like that.

That would be much more informative, I think.

I'm happy with the little bars down here.

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構建神經網絡訓練數據--《星際爭霸II》中的Python AI教程第9頁 (Building Neural Network Training data - Python AI in StarCraft II tutorial p.9)

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