Technical Note Q-Learning - Springer
(TD): an agent tries an action at a particular state, and evaluates its consequences in terms of the immediate reward or penalty it receives and its estimate of the value of the state ... For convenience, define these as O~*(x, a) = O~*(x, a), vx, a. It is straightforward to show that V*(x) = max a O~*(x, a) and that if a* is an action at which ...
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