A Survey on Population-Based Deep Reinforcement Learning

Many real-world applications can be described as large-scale games of imperfect information, which require extensive prior domain knowledge, especially in competitive or human–AI cooperation settings. Population-based training methods have become a popular solution to learn robust policies without a...

Full description

Bibliographic Details
Main Authors: Weifan Long, Taixian Hou, Xiaoyi Wei, Shichao Yan, Peng Zhai, Lihua Zhang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/10/2234