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Why is the $\epsilon$ hyper-parameter (in the $\epsilon$-greedy policy) annealed smoothly?
As far as I understand, RL is a process that can be divided into 2 stages:
Exploring a wide range of paths (acting randomly)
Refining the current optimal paths (revolving around actions with a so-...