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hugocen / freqtrade-gym

A customized gym environment for developing and comparing reinforcement learning algorithms in crypto trading.
GNU General Public License v3.0
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Adding multiple tickers to white pairlist #15

Open Hsgngr opened 3 years ago

Hsgngr commented 3 years ago

First of all, thanks for this amazing repository and your great work. I am trying to extend the model of yours If I can manage, I would like to send PR request. For the question:

I trained 2 models. One with just USDT/BTC pair and the other is with 160 different pairs of BTC. The training duration and average reward in the end was same. I thought training would be much slower and the average reward would be much higher. Then I thought, Is my model really use other pairs which I added to config_rl.json ?

Also is there a way to give the coin's name as an observation so the model may understand the difference between different coins. For example BTC and ETH are much stable then DODGE coin or SHIB so maybe model can act differently on them.

Here is a photo of that 2 training. image

hugocen commented 3 years ago

Sure, please sent up the PR. That will be very helpful.

About the question. I'm thinking maybe mix up all the data from different altcoins is wrong at the beginning. The reason I'm doing this is to get more data. Sure, we can show the coin's name in the observation space. Or we can set up different gyms for different coins. And also, using these data to set up a simulator will be also interesting.