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Features of MAiMATE AI – Beginner’s Guide –

Hello, I am Sameo.

This article introduces the basic rules of trading performed by the MyMate AI and the basic design of the AI.

Trade only one currency pair

A single AI can trade only one currency pair. In the case of an agent that trades USDJPY, it will not trade any other currency pair.

Hold only one position at most

MAiMATE’s agents do not hold multiple positions. The maximum is one position.

It’s a graceful, one-shot trade.

Once-daily trading signals

It gives a buy/sell sign once a day, but often does nothing. The frequency of trading varies depending on the AI created.

The number of trading is not high overall.

Trading with a small profit and a large loss

MAiMATE’s AI aims for small-loss, small-margin trades overall. For more detailed analysis of My Mate, we recommend this article.

It has been confirmed that AI agents tend to aim for small loss and large profit, cutting losses quickly and extending profits greedily.

*Based on our research of 3,496 AI agents already born as of March 25, 2020.

Reinforcement Learning AI

MAiMATE applies the advanced reinforcement learning called A3C (Asynchronous Advantage Actor Critic), which was announced by Google in 2016.
It is difficult to introduce the details of our innovations, but I will explain the features of My Mate’s AI.

Continuous learning once a week

Once a week (Saturday), MAiMATE’s AI reviews and relearns the most recent trades and market information. It will not neglect continuous learning to adapt to the recent market environment. It is not a fixed algorithm, but updates itself according to market conditions. The user can also influence the AI’s continuous learning by “EDUCATE”.

Have different personalities even if the settings at creation are the same

MAiMATE is an AI agent with the same settings, but each has a different personality and performs different trading.

If we replace AI agents with human beings, the explanation would be, “Brothers and sisters of the same parents are similar in some ways, but different in others, right? I would like to explain this with a little more technical background.

Two different AIs in the exact same setting.

The same settings will not be exactly the same, but they will be similar.

Create an alter ego, trade it, and absorb it into the main AI.

When an AI agent starts to learn to trade, it first creates multiple alter egos.
After that, it lets the alter egos trade freely, and the main unit aggregates the results and knowledge.
In this way, the system can efficiently collect a large number of trading patterns and their results.

This is called distributed learning, and it is also a feature of A3C.

The actions taken by the alter egos are different, which makes them unique.

In addition, even with the same AI agents in the same setting, MAiMATE is designed so that each alter ego takes different actions. This gives them individuality.
In addition, the past three years of data used for reinforcement learning is updated daily, and the data shifts by one day each day. Therefore, the results will vary depending on the timing of the creation. This is one of the factors that make trading different even with the same settings.

To expand the possibilities, the alter is free to act.

There is not always one right answer to trading.

We believe that limiting the behavioral patterns of the alter egos will limit the potential of the service itself, so My Mate is designed to allow the alter egos to act freely.

AI also makes the decision that “no trade is rational.

If the alter ego is unable to find a good trading method, the main body will make a rational decision that “it is better to do nothing than to cause losses to the master by trading without confidence,” and the main body will become a “recluse type”.

Optimal position management, not price forecasting

As a result of various studies, MAiMATE takes an approach that learns optimal position management rather than an approach that predicts prices. This is another key feature of MAiMATE’s AI. Please read the following article if you are interested.

What kind of market are you good at?

MAiMATE provides a monthly report on the overall performance of agents every month. We also blog about other major changes that have occurred. I would like to introduce a few things based on those articles. We will update this page as soon as we have new information.

Fluctuating markets are my specialty!?

The market disruption caused by the COVID-19 from around February 2020 seemed to be a good match for MAiMATE’s agents.

Not good at range markets?

I don’t know what the future holds, but the trade analysis of the AI so far shows that it is not good at range markets. In the case of MAiMATE’s AI, which aims for small-loss and large-profit, in range markets where prices go up and down, the AI is likely to get caught in a loss before it can make a large profit.

Finally

MAiMATE’s AI is designed with an unconventional approach. And features such as “continuous learning” and “EDUCATE” will make My Mate AI even more unique.

Thank you for reading!

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MAiMATE Administrator

We run the official blog of MAiMATE. It provides general information about MAiMATE, including news and announcements.

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Mai mate

Trading is fun! But sometimes it's lonely. Should I set stop loss now, or wait?
If there is a partner you could trust to relieve your anxiety... Your own AI partner to fight alongside you.
That's MAiMATE.

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