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
MetaTrader 5 (MQL5)
Strategy
Breakout, AI / machine learning
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.
Similar expert advisors
Athena is a MetaTrader 5 expert advisor designed for intraday trading based on session range breakouts. The robot monitors price action during a specific user-defined time window to establish daily high and low boundaries. Once this window closes, it executes buy or sell orders when the current price breaches these lev
GoldForge ML is a MetaTrader 5 expert advisor specialized for gold trading on the M15 timeframe using a machine learning ensemble. It combines CatBoost, XGBoost, and LightGBM models via ONNX with Smart Money Concepts such as liquidity sweeps and order blocks. The EA manages risk through ATR-based stop losses, trailing
This MetaTrader 5 expert advisor implements an open range breakout strategy specifically designed for gold trading on the hourly timeframe. It identifies the high and low of the initial trading hour and establishes a definitive range after a user-defined consolidation period. Trades are triggered when price breaks thro
Nyao Scalper is an automated scalping robot for MetaTrader 5 that utilizes a multi-factor weighted scoring system to identify trade opportunities. It evaluates trend alignment through EMA crossovers, momentum via RSI, and price action through wick rejection and candle body analysis. The EA manages risk with adaptive AT
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
Need a broker for MT5?
Compare regulated brokers that support MetaTrader, with spreads, minimum deposits and leverage side by side.
Compare brokers