Thanks:

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]

Hi sim

I think you will like this one，

http://jmathfx.com/en/

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

Regards.

I have chosen to implement version shown in http://cs.stanford.edu/people/karpathy/convnetjs/demo/rldemo.html

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]

Let’s consider I’d like to set up a local Deep Q environment.

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

Best,

s.

Hello

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]

Hi Peter!

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]

Hello Group

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]

Just a quick note. I’ve read the following article this morning: http://www.financial-hacker.com/whites-reality-check/

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]

This is interesting. Some kind of nnea neural network that can be used as a pr3dictor ?

This morning I came across the following article: http://arstechnica.com/science/2015/02/ai-masters-49-atari-2600-games-without-instructions/

The examples mentioned in many articles seem to be attempts to let a Deep Q network learn how to master Atari games without any instruction. I’m no expert in Atari games. At first sight an Atari game…[Read more]

Interesting vid! The ‘Theory of Everything’, and physical Unified Field Theory being only a part of it ? Wow – this guy has really got a vision! And all this uncovered by AI algorithms. Forgive me if I’m a bit doubtful about this.
<b><i><u>Google brought his company for $400 Million, maybe the saw something of interest.</u></i></b>

Back to our…[Read more]

Peter wrote:

Interesting vid! The ‘Theory of Everything’, and physical Unified Field Theory being only a part of it ? Wow – this guy has really got a vision! And all this uncovered by AI algorithms. Forgive me if I’m a bit doubtful about this.

Google brought his company for $400 Million, maybe the saw something of interest.

Back to our ‘simple…

[Read more]

simplex wrote:

Interesting vid! The ‘Theory of Everything’, and physical Unified Field Theory being only a part of it ? Wow – this guy has really got a vision! And all this uncovered by AI algorithms. Forgive me if I’m a bit doubtful about this.
Back to our ‘simple’ FX business. After having lear…[Read more]