Reinforcement Learning, Lecture 1: The RL Problem
David Silver’s lecture 1. What sets reinforcement learning apart from other kinds of learning, reward and state, and the three pieces that make up an agent (policy, value function, model).
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Reinforcement Learning: Sutton & Barto and David Silver, Free
The two best free ways into reinforcement learning: Sutton & Barto’s textbook (free PDF) and David Silver’s course (free videos). Where to get them, to open this series.