Gold Buy Sell system Deep Q Network Powered

The indicator evaluates market behaviour using a Deep Q-Network (DQN) reinforcement learning model trained on historical price data.
The system analyzes the current market structure and automatically selects the most appropriate strategy according to detected market conditions.

The neural network model was trained using six strategy profiles representing different types of market behaviour:

• Momentum strategy
• Trend strategy
• Multi-RSI strategy
• Breakout strategy
• Mean-reversion strategy
• No-signal state when market conditions are not suitable

The indicator automatically determines which strategy best matches the current market environment.

Feature extraction
Market data is processed using multiple technical indicators describing volatility, momentum and trend behaviour.

Market evaluation
The DQN model evaluates the current market structure using the extracted features.

Strategy selection
The algorithm compares the detected market conditions with the learned strategy profiles.

Signal generation
Based on the selected strategy, the indicator may display BUY or SELL signals directly on the chart.

Signals are confirmed only after candle close.

• Deep Q-Network neural network model
• Six trained strategy profiles
• Automatic strategy selection based on market conditions
• Multiple technical indicators used as input features
• BUY and SELL arrows displayed on the chart
• Signals confirmed after candle close
• No repaint behaviour after signal confirmation

Symbol: XAUUSD (Gold)
Timeframe: H1

The indicator was designed primarily for this symbol and timeframe.

Trading financial markets involves risk. This indicator is intended as an analytical tool to support trading decisions.