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How not to repeat yourself. We've already found a way, but maybe there's a better place somewhere. Aka explotation vs. exploration.
Effect of discount factor on policy. See pdf
Work on the Reinforcement learning assignment.
Reinforcement learning is now a very active area, also supported by rapid progress in deep neural network learning. A few links for further inspiration: