/DSAC-v1

DSAC; Distributional Soft Actor-Critic

Primary LanguagePython

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/DSAC-T

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

Notes

Our scripts work for Ubuntu, Windows, and MacOS.