Gold Buy Sell system Deep Q Network Powered

DQNgold uses cutting-edge Deep Reinforcement Learning (DQN - Deep Q-Network) trained on real GOLD H1 market data to classify market conditions into 6 mutually exclusive trading strategies.
✅ AI-Powered: Neural network with 557 input features
✅ 91.36% Documented Accuracy on test data
✅ Cohen's Kappa: 0.883 (Almost Perfect Agreement)
✅ 0% Strategy Overlap - One clear signal at a time
✅ Real-time BUY/SELL Alerts (Popup + Sound + Push Notification)
✅ No Repaint - Signals confirmed at bar close
✅ No DLL Required - 100% Native MQL5

🔔 ALERT SYSTEM

Never miss a trading opportunity!
📢 POPUP ALERT - Instant notification on your screen
🔊 SOUND ALERT - Audio notification for each signal
Each BUY and SELL signal triggers an immediate alert with:
- Signal direction (BUY/SELL)
- Strategy type (Trend, MeanRev, Momentum, Breakout, RSI)
- Current price
- Confidence level (%)
Example: "DQN GOLD H1 [XAUUSD] BUY - Trend @ 2650.50 (Conf: 87.5%)"

⚙️ HOW IT WORKS

1️⃣ FEATURE EXTRACTION • 23 technical indicators calculated in real-time • 24-bar lookback window (24 hours of market context) • Total: 557 input features to the neural network
2️⃣ NEURAL NETWORK INFERENCE • 4-layer Deep Q-Network: 557 → 256 → 128 → 64 → 6 • ONNX format for maximum performance (<20ms inference) • Trained with reinforcement learning on historical data
3️⃣ STRATEGY CLASSIFICATION • AI outputs probability for each of 6 strategies • Highest confidence strategy selected • Minimum confidence threshold filter (adjustable)
4️⃣ SIGNAL GENERATION • ✅ BUY arrow (green) when bullish signal confirmed • ❌ SELL arrow (red) when bearish signal confirmed • 🔔 Immediate alert notification
5️⃣ ON-CHART DISPLAY • Live info panel showing current strategy and confidence • Session filter status (Asia/Europe/New York)

🕐 SESSION FILTER (BUILT-IN)
Trade only during optimal market hours:
- 🌏 ASIA SESSION: 00:00 - 09:00 GMT
- 🇪🇺 EUROPE SESSION: 07:00 - 16:00 GMT
- 🇺🇸 NEW YORK SESSION: 13:00 - 22:00 GMT
Each session can be enabled/disabled independently. Signals automatically pause outside active sessions.