Openai Gym

Stable Baselines3Python

A reliable PyTorch implementation of reinforcement learning algorithms for research and industry.

SyllabusJupyter Notebook

An open course on reinforcement learning with a practical focus, featuring hands-on labs and comprehensive materials for both online and on-campus students.

Practical_RLJupyter Notebook

An open course on reinforcement learning with a practical focus, featuring hands-on labs and comprehensive materials for both online and on-campus students.

TensorTradePython

An open-source Python framework for building, training, and evaluating reinforcement learning agents for algorithmic trading.

keras-rlPython

A Python library implementing state-of-the-art deep reinforcement learning algorithms with seamless Keras integration.

DQN-tensorflowPython

TensorFlow implementation of Deep Q-Networks (DQN) for human-level control in reinforcement learning environments.

RoboschoolPython

Open-source robot simulation software integrated with OpenAI Gym for reinforcement learning research.

CyberBattleSimJupyter Notebook

An experimentation platform for training and researching automated agents in abstract simulated enterprise network environments using reinforcement learning.