I came across that a while ago. It seems interesting technically, but IMO, a test phase of 15 days on demo before having to open a live account is not enough to check it out. I certainly will try it when I’m having some more spare time for an intensive test.

s.

The network Deep Q which is based on re-enforcement learning , the algorithm would continue learn on-line until results cannot be improved,

The result of the network learning would be transferred  to MT,

The idea using a Node.js app,  is to use data from MT (OHLC and indicator data ) to feed  Deep Q Nework as input

The deep Q network wo…[Read more]

And how would a typical process of system development and optimization look like working on your ai.marketcheck.co.uk/Forex platform?

Which is the format an algorithm / network is forwarded to MT after the learning process?

Which limitations do apply regarding number of rows / columns?

Re. optimization: how to avoid over-optimization…[Read more]

I think you will like this one，

http://jmathfx.com/en/

sorry its Italy language，I still have many cant understand.

Regards.

Although  you research and write your own version by studying white paper at http://arxiv.org/pdf/1312.5602v1.pdf

The code is written in JavaScript so it can be ran in your browser, my suggestion if you want to run it locally then si…[Read more]

What would be my steps to take before integrating to MT4 via Node.js?

Best,

s.

If you would like further information on the source code and operation, theory  you can check http://cs.stanford.edu/people/karpathy/convnetjs/demo/rldemo.html

1)The first step has already been taken into add raw Forex data  to network

2) Add further inputs such as simply indicators

3) Build Node.js App  to integrate to metatrader 4…[Read more]

Could you possibly post some more details about the Deep Q environment and your personal experience with it?

In case a group member would like to experiment for himself: which software and runtime environment is required?
Where are download sources?
Is it open source?
Recommended tutorials or other resources?
etc. …

You’ve done…[Read more]

The bottom line is find an edge, in future I’ll add basic indicators such as moving average, bands or RSI as an input then monitor results

Also it possible to add close prices inter-market related data

The demo at https://youtu.be/QJHpaIZ7o_c  is based on 5 minutes raw price data nothing else , and it attempting to place 1)Buy Exi…[Read more]

One short quote:

It gets even more diffcult with machine learning algorithms that optimize weight factors and usually do not produce discarded variants.

Maybe it’s interesting to keep an eye on this ‘White’s Reality Check’ when…[Read more]