Reinforcement Learning

What is the potential of RL?

• Playing Atari with Deep Reinforcement Learning
• AlphaZero: Shedding new light on chess, shogi, and Go
• DeepMind: The podecast

Lectures?

• Stanford's Emma Brunskill
• UCL's David Silver

Reference Book?

• Sutton-Barto

Planning Resources

• Grid World Video
• Value Iteration, Poole & Mackworth, UBC
• MDPs, Value Iteration, Policy Iteration, and Linear Programming, Abbeel, Berkley
• MDPs, Farhadi, UW