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.
Cite
@article{arxiv.2305.11831,
title = {Regularization of Soft Actor-Critic Algorithms with Automatic Temperature Adjustment},
author = {Ben You},
journal= {arXiv preprint arXiv:2305.11831},
year = {2023}
}
Comments
This work aims to clarify the ambiguity and revise certain errors in the original soft actor-cirtic articles