DQN Trading Agent

Interactive Deep Q-Network Trading Demonstration

Experience real-time deep reinforcement learning trading with Deep Q-Networks, experience replay, and epsilon-greedy exploration strategies.

Backend Connection

Disconnected

Trading Configuration

DQN Network Configuration

DQN Network Architecture

Real-time Trading Metrics

$100,000
Portfolio Value
0.00%
Total Return
0.00
Sharpe Ratio
0.00%
Max Drawdown
Hold
Current Position
0.00
Episode Reward

Market Data & Trading Actions

Real-time Price Chart with DQN Actions

Q-Value Evolution

Training Progress

Experience Replay Buffer

0 / 100,000
Average TD Error: 0.00
Priority Updates: 0

Experience Replay Sampling Distribution

Training Log

[INFO] DQN Trading Agent initialized
[INFO] Waiting for backend connection...