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• ..
• 01 Welcome to the course/
• 02 ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/
• 03 Q-Learning Intuition/
• 04 ---------- Part 1 - Self-Driving Car (Deep Q-Learning) ----------/
• 05 Deep Q-Learning Intuition/
• 06 Installation for Part 1/
• 07 Creating the environment/
• 08 Building an AI/
• 09 Playing with the AI/
• 10 ---------- Part 2 - Doom (Deep Convolutional Q-Learning) ----------/
• 11 Deep Convolutional Q-Learning Intuition/
• 12 Installation for Part 2/
• 13 Building an AI/
• 14 Playing with the AI/
• 15 ---------- Part 3 - Breakout (A3C) ----------/
• 16 A3C Intuition/
• 17 Installation for Part 3/
• 18 Building an AI/
• 19 Annex 1 Artificial Neural Networks/
• 20 Annex 2 Convolutional Neural Networks/
• 21 Bonus Lectures/