  This work presents a comprehensive analysis to regularize the Soft
Actor-Critic (SAC) algorithm with automatic temperature adjustment. The the
policy evaluation, the policy improvement and the temperature adjustment are
reformulated, addressing certain modification and enhancing the clarity of the
original theory in a more explicit manner.
