zhouzhiqian/Distributional-Soft-Actor-Critic

Distributional Soft Actor Critic Algorithm

We have released version 2.0 of the DSAC algorithm. We recommend using this version. The link is provided below: https://github.com/Jingliang-Duan/Distributional-Soft-Actor-Critic-2.0

This repository contains the DSAC algorithm using pytorch, see details in our paper

1. Jingliang Duan, Ynag Guan, Shengbo Eben Li, et al. Distributional Soft Actor-critic: Off-policy Reinforcement Learning for Addressing Value Estimation Errors. IEEE Transactions on Neural Networks and Learning Systems, 2021.

Supplementary Materials

• Preprint Materials: https://arxiv.org/abs/2001.02811
• Video: https://youtu.be/TTmYAup79N0 ; https://www.bilibili.com/video/BV1fa4y1h7Mo

Notes

Our scripts work for Ubuntu, Windows, and MacOS.