Yara-HYR / Distributional-Soft-Actor-Critic

Distributional Soft Actor Critic Algorithm

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.