This repository contains slides and demonstration notebooks for the "Playing Atari Games with Deep Reinforcement Learning" course.
The entire playlist is here
- Introduction
- Gym Environment - Theory
- Gym Environment - Practice
- Ray RLlib - Theory
- Ray RLlib - Practice
- Vanilla DQN, Experience Replay
- Double DQN - TBD
- Double Dueling DQN - TBD
- A2C - TBD
- A3C - TBD
- PPO - TBD
Oleksandr Gurbych, PhD in AI, CEO & Founder of blackthorn.ai