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This MetaTrader 5 expert advisor implements a multi-strategy framework based on Smart Money Concepts. It identifies fractal-based liquidity sweeps, order blocks, and Fibonacci zones across multiple timeframes, typically using H4 for trend direction and M15 for execution. The EA includes an optional machine learning fil
Trading robot · MT5
Robot Trader IA Actor Critic
This MetaTrader 5 expert advisor facilitates automated trading by connecting to an external Python-based reinforcement learning model.
GitHub stars6
Forks3
Last update5 years ago22 Dec 2020
LicenceNone stated
Overview
Robot Trader IA Actor Critic uses socket communication to send price data to a neural network trained with the actor-critic method via TensorFlow and tf-agents. The robot is primarily designed for day trading index futures. It sends data to the external script and executes buy or sell orders based on the received model predictions. Risk management features including stop loss and take profit are integrated within the trade execution logic triggered by the external agent.
- Actor-critic reinforcement learning integration
- Socket-based Python communication
- Index futures day trading
- TensorFlow and tf-agents backend
- Real-time OHLC data transmission
Details
Author
MilianoJunior on GitHub
Type
Trading robot
Platform
MetaTrader 5 (MQL5)
Strategy
AI / machine learning
Markets
Indices
Timeframes
M15-H1
Risk profile
No grid, martingale or hedging logic was found in its code or README. That says nothing about how it performs: backtest it first.
EA files
Input parameters
Read from Robo_IA.mq5. Defaults are the author's; change them in the EA's Inputs tab.
| Name | Type | Default | Description |
|---|---|---|---|
Host | string | 127.0.0.1 | Host |
Port | ushort | 8888 | Porta |
Time | int | 3 | Tempo entre mensagens (segundos) |
How to install it
- 1Download the sourceUse "Download source (.zip)" above, or clone MilianoJunior/Robot-Trader-IA-actor-critic from GitHub, and unzip it.
- 2Open the data folderIn MetaTrader choose File, then Open Data Folder, and go to MQL5/Experts.
- 3Copy the filesCopy the .mq5 file into Experts, and any .mqh files into the Include folder the code expects.
- 4Compile in MetaEditorOpen the file in MetaEditor and press Compile. Fix any missing includes the compiler reports.
- 5Test before you tradeRun it in the Strategy Tester, then attach it to a demo chart and allow algorithmic trading.
Third-party code. ForexR did not write, test or endorse this EA, and the summary above was generated automatically from its README and code. ForexR lists only repositories with readable source code and never hosts files. Read the code, backtest it and use a demo account first; automated trading can lose money quickly.
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