Archived.

The new repository will be https://github.com/komo135/trade-rl.

Download Forex data

1. Download Metatrader5 from this link and install.
2. Verify that a demo account exists.
3. If the demo account does not exist, create a demo account.

https://user-images.githubusercontent.com/66017773/155930300-f6e2c949-72e7-4448-9925-3b7ccf837390.mp4

4. Go from Tools to Options (Ctr + o).
5. 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

6. install Metatrader5 and ta package

$ pip install MetaTrader5 ta

7. run generate_data.py

$ cd data
$ python generate_data.py

run agent

$ python

>>> from agent import dqn

>>> agent = dqn.Agent(model_name="efficientnet_b0", s=5, action_type=3, pip_scale=1, n=1, loss_cut=False, use_device="tpu", dueling=False)
>>> agent.train()
>>>
>>> agent.plot_result(w=self.best_w, risk=0.04, s=self.s)