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Experience the Power of Reinforcement Learning in 3 Minutes! MAiMATE’s Core Artificial Intelligence (AI) Technology

In this article, I would like to show you the amazing power of reinforcement learning.

First of all, please check out the following video. Don’t worry about the English, just watch the 1:42 minute video.
You can see how artificial intelligence (AI) learns to play block-busting smartly through reinforcement learning.
referring to external website (YouTube).

The greatness of reinforcement learning, in contrast to MAiMATE

Here’s a comparison between the video “Block Collapse” and “MAiMATE”.

Compare Items block puzzle MAiMATE
Prior knowledge before starting Nothing. I don’t even know that I’m going to play blockbuster now. Nothing. I don’t even know that I’m going to trade now.
How to Start Learning Where to release the ball is random. It is random whether to start buying, selling, or doing nothing.
Learning objectives Make the score higher. Make more profit.
The final system of evolution He realizes that if he can pry open both ends and carry the ball upwards, he can mass produce points, and he develops the skills to make this happen. The AI will find out what to do when technical and news information is available, and what trading methods it thinks are likely to win. The top rankings are considered to be close to the situation where we have reached the very “breaking through both ends of the block”.
If evolution does not go well Since the game has a winning strategy, we can expect to arrive at a winning strategy as long as we take the time to learn it. In other words, it is hard to assume when evolution will not work. Since there is no winning strategy in trading, it can be difficult to find a method that you feel confident about. In that case, you become a recluse.

This video was created by Google, and I am using it as an example of reinforcement learning. (Thank you, Google)
What do you think? Isn’t it exciting?

As far as I understand it, most of the services that claim to use deep learning are not using reinforcement learning, but are using it for either prediction or classification purposes.
And I myself actually created an artificial intelligence (AI) that utilized “deep learning” and repeated forward testing, but unfortunately I did not get results that gave me enough confidence to release the service, so I decided not to adopt it.

Nowadays, there is a trend of artificial intelligence (AI) for everything, not only in Japan but all over the world.
I would like to introduce technologies that have little to do with MAiMATE when I have the chance, and provide quality knowledge.

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Trading is fun! But sometimes it's lonely. Should I set stop loss now, or wait?
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That's MAiMATE.

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