Deep Q Learning

rlpytPython

A modular, high-throughput PyTorch framework for deep reinforcement learning research, supporting policy gradient, deep Q-learning, and Q-function policy gradient algorithms.

stock_market_reinforcement_learningPython

An OpenAI Gym environment for stock market trading simulation with Deep Q-learning and Policy Gradient implementations.

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMindC++

An open-source implementation reproducing DeepMind's Atari-playing deep reinforcement learning system from their seminal 2013 paper.

AutomatedStockTrading-DeepQ-LearningJupyter Notebook

A Deep Q-learning reinforcement learning agent for automated stock trading using historical market data.