Forex Buy Sell Signal Neural Network Powered

DQN Multi-Forex M15 is a neural network-based trading indicator for MetaTrader 5, designed to analyze market conditions across multiple major currency pairs and display BUY and SELL signals directly on the chart.

The indicator uses a Deep Q-Network (DQN) model individually trained on each currency pair with historical data, to evaluate market behavior and automatically select the most suitable strategy.

Supported Pairs

EURUSD
GBPUSD
GBPJPY
USDJPY

Model Logic

Each neural model was trained on six trading strategies

Trend Strategy : trend following based on distance to SMA20
Momentum Strategy : impulse detection with ROC and MACD
Multi-RSI Strategy : cross-analysis of RSI across multiple periods
Breakout Strategy : Bollinger Bands and Donchian Channel breakouts
Mean Reversion Strategy : mean reversion on extreme zones
NoSignal State : unfavorable market conditions

How It Works

Automatic Detection : Pair identification and ONNX model loading
Feature Extraction : Analysis of 23 technical indicators
Market Analysis : Evaluation over a 96-bar window
Strategy Selection : Optimal choice with confidence level
Signal Generation : BUY or SELL display after candle close

Technical Features

Deep Q-Network model with 512, 256, 128, 6 architecture
Four ONNX models optimized for each pair
Six strategies integrated in training 23 technical indicators analyzed simultaneously
Full threshold calibration by percentiles
BUY and SELL signals displayed on chart
No repaint after signal confirmation
Compatible with Strategy Tester in CPU mode
Real-time information panel

Session Filters

The indicator includes trading session filtering GMT+2

Asia Session : 00h - 09h Europe Session : 09h - 18h New York Session : 15h - 24h

Sessions can be enabled or disabled individually.

Recommended Settings

Symbol : EURUSD, GBPUSD, GBPJPY, USDJPY Timeframe : M15 

Disclaimer

Trading in financial markets involves risk. This indicator is an analytical tool intended to support decision-making. Past performance does not guarantee future results.


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Recommended TimeFrame >= H1. 100% Non Repainted at any moment.  Use it carefully, only with Trend Direction. Trading Usage: 2 Variants: as Range System or as BreakOut System (Both Only With Trend Direction)::: (Always use StopLoss for minimise Risk); [1] as Range System: (Recommended) in UP TREND:  - BUY in Blue Line , then if price goes down by 50 points (on H1) open Second BUY.   Close in any Profit you wish: TrailingStop(45 points) or Close when Price touches upper Gold Line. in DOWN TREND
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