Code To Cash is an end-to-end algorithmic trading system for MetaTrader 5 that combines deep learning forecasts with technical breakout logic. It utilizes a ZeroMQ bridge to receive real-time market predictions from an external Python backend. The system enters trades using BuyStop or SellStop orders at recent price ex
Trading robot · MT5
RL Agent Trader
RL Agent Trader is an expert advisor for MetaTrader 5 that integrates with a Python-based reinforcement learning environment via network sockets.
GitHub stars12
Forks5
Last update2 years ago20 Mar 2024
LicenceNone stated
Overview
RL Agent Trader implements a breakout strategy based on the highest and lowest prices of previous candles. The core functionality relies on a Deep Q-Network (DQN) in Python to dynamically optimize the lookback period for entry signals and stop-loss placement. The system communicates real-time state data, including multi-timeframe price extremes, to the external agent. It manages trade execution with automated stop-loss adjustments and fixed lot sizing.
- Python integration via network sockets
- Deep Q-Network hyper-parameter optimization
- Dynamic lookback period selection
- Automated breakout entry system
Details
Author
rezakarbasi on GitHub
Type
Trading robot
Platform
Strategy
Markets
Any symbol
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.
Topics
dqnmetatradermqlrlsockettrade
Input Parameters
Read from ContractorAgent.mq5. Defaults are the author's; change them in the EA's Inputs tab.
| Name | Type | Default | Description |
|---|---|---|---|
Hostname | string | 127.0.0.1 | |
ServerPort | ushort | 19968 | |
lot | double | 0.1 |
How to Install It
- 1Download the sourceUse "Download source (.zip)" above, or clone rezakarbasi/RL-agent-trader 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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