Model-Based Reinforcement Learning with Automated Planning for Network Management

Model-Based Reinforcement Learning with Automated Planning for Network Management

Reinforcement Learning (RL) comes with the promise of automating network management. However, due to its trial-and-error learning approach, model-based RL (MBRL) is not applicable in some network management scenarios. This paper explores the potential of using Automated Planning (AP) to achieve this...

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Bibliographic Details
Main Authors: Armando Ordonez, Oscar Mauricio Caicedo, William Villota, Angela Rodriguez-Vivas, Nelson L. S. da Fonseca
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
automated planning
model based
reinforcement learning
network management
Online Access:https://www.mdpi.com/1424-8220/22/16/6301

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