forex trading with reinforcement learning
Last updated May 29, 2026
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README
Archived.
The new repository will be https://github.com/komo135/trade-rl.Download Forex data
- Download Metatrader5 from this link and install.
- Verify that a demo account exists.
- If the demo account does not exist, create a demo account.
- Go from Tools to Options (Ctr + o).
- Go to the chart bar and change Max bars in chart to unlimited.
https://user-images.githubusercontent.com/66017773/155931351-b478b6d6-36cc-4ce1-8ee3-7c97e792d4ab.mp4
- install Metatrader5 and ta package
$ pip install MetaTrader5 ta
- run generate_data.py
$ cd data
$ python generate_data.py
run agent
$ python
>>> from agent import dqn
>>> agent = dqn.Agent(modelname="efficientnetb0", s=5, actiontype=3, pipscale=1, n=1, losscut=False, usedevice="tpu", dueling=False) >>> agent.train() >>> >>> agent.plotresult(w=self.bestw, risk=0.04, s=self.s)

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