> For the complete documentation index, see [llms.txt](https://hujian.gitbook.io/deep-reinforcement-learning/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://hujian.gitbook.io/deep-reinforcement-learning/fu-lu/policy-gradient/soft-actor-critic.md).

# Soft Actor-Critic

> [Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor](https://arxiv.org/abs/1801.01290)