Learn about Reinforcement Learning compared to Supervised Learning, its requirements, applications, Exploration vs. Exploitation, basic concepts about Reinforcement Learning, Reward, Return calculation, Q-Function, Policy Function, Value Learning, Policy Gradient Learning, Deep Q Networks, its Loss function, and Continuous Policy Gradient Learning.