Unit 0. Welcome to the course
Unit 1. Introduction to Deep Reinforcement Learning
Bonus Unit 1. Introduction to Deep Reinforcement Learning with Huggy
Live 1. How the course work, Q&A, and playing with Huggy
Unit 2. Introduction to Q-Learning
Unit 3. Deep Q-Learning with Atari Games
Bonus Unit 2. Automatic Hyperparameter Tuning with Optuna
Unit 4. Policy Gradient with PyTorch
Unit 5. Introduction to Unity ML-Agents
Unit 6. Actor Critic methods with Robotics environments
Unit 7. Introduction to Multi-Agents and AI vs AI
Unit 8. Part 1 Proximal Policy Optimization (PPO)
Unit 8. Part 2 Proximal Policy Optimization (PPO) with Doom
Bonus Unit 3. Advanced Topics in Reinforcement Learning
Certification and congratulations
