Advanced Buy Sell System Deep Q Network Powered

WHAT IS DQN V8.9?

DQN V8.9 is a cutting-edge trading indicator powered by Deep Q-Network (DQN), a state-of-the-art artificial intelligence algorithm. Unlike traditional indicators that rely on fixed rules, DQN V8.9 uses a neural network trained on thousands of market scenarios to dynamically classify market conditions and generate high-accuracy BUY/SELL signals.
🏆 Accuracy: 95.07% | Cohen's Kappa: 0.935 | Zero Strategy Overlap

⚡ KEY FEATURES
✅ AI-Powered: Deep Q-Network neural network (not just simple MA crossovers)
✅ 6 Strategies Detected: Trend, Mean Reversion, Momentum, Breakout, RSI, Neutral
✅ 0% Overlap: Each signal belongs to ONE strategy only (no confusion)
✅ Clear Signals: Green arrows = BUY | Red arrows = SELL
✅ No Repaint: Signals appear at candle close and NEVER change
✅ No DLL Required: Pure MQL5 + embedded ONNX model
✅ Fast Execution: <20ms inference time
✅ Plug & Play: Just attach to chart and start trading

🧬 HOW IT WORKS
  The indicator analyzes 23 technical features and processes them through a 4-layer neural network architecture:
   Input (465) → Hidden (256) → Hidden (128) → Hidden (64) → Output (6)
The AI model was trained using Deep Reinforcement Learning on 15,521 candles of historical data. It learned to recognize 6 distinct market regimes:
📈 Strategy 0: Trend Following
🔄 Strategy 1: Mean Reversion
🚀 Strategy 2: Momentum
💥 Strategy 3: Volatility Breakout
📊 Strategy 4: RSI-based 
⏸️ Strategy 5: No Signal (stay out)

⚙️ RECOMMENDED SETTINGS

💡 TIP: Best results on USDJPY H4 as the model was specifically trained on this pair and timeframe.