Distributional Reinforcement Learning with Ensembles

It is well known that ensemble methods often provide enhanced performance in reinforcement learning. In this paper, we explore this concept further by using group-aided training within the distributional reinforcement learning paradigm. Specifically, we propose an extension to categorical reinforcem...

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Bibliographic Details
Main Authors: Björn Lindenberg Jonas Nordqvist, Karl-Olof Lindahl
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/13/5/118