What You will Learn?

• Intro
• Intro to Deep Q Learning
• How to Code Deep Q Learning in Tensorflow
• Deep Q Learning with Pytorch Part 1: The Q Network
• Deep Q Learning with Pytorch part 2: Coding the Agent
• Deep Q Learning with Pytorch part
• Intro to Policy Gradients 3: Coding the main loop
• How to Beat Lunar Lander with Policy Gradients
• How to Beat Space Invaders with Policy Gradients
• How to Create Your Own Reinforcement Learning Environment Part 1
• How to Create Your Own Reinforcement Learning Environment Part 2
• Fundamentals of Reinforcement Learning
• Markov Decision Processes
• The Explore Exploit Dilemma
• Reinforcement Learning in the Open AI Gym: SARSA
• Reinforcement Learning in the Open AI Gym: Double Q Learning
• Conclusion