Deep Q-Learning Trading Agent

Autonomous AI agent that learns to maximize returns by fusing visual, textual, and trend-based market signals

Candlestick Charts

CNN extracts visual patterns from historical price data, identifying momentum, reversals, and volatility signals for decision-making.

Candlestick chart

Sentiment Score

Real-time financial news sentiment analysis provides a scalar reflecting market mood, helping the agent respond to breaking events.

0.75 Bullish

Aggregate search trends for economy keywords serve as a proxy for macro risk sentiment and overall market mood shifts.

Tech Stack

PyTorch TensorFlow Deep Q-Network LSTM CNN News API Google Trends