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Why soft actor critic uses exponential of Q when updating policy? and what is a partition function?

Regarding "we update the policy towards the exponential of the new Q-function", it's correct that the Q-function $Q(s_t,·)$ being exponentiated in the policy improvement step is new (latest) ...
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