Integrating OpenAI Gym and CloudSim Plus: A simulation environment for DRL Agent training in energy-driven cloud scaling

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Integrating OpenAI Gym and CloudSim Plus: A simulation environment for DRL Agent training in energy-driven cloud scaling

Experimentation in real cloud environments for training Deep Reinforcement Learning (DRL) agents can be costly, time-consuming, and non-repeatable. To overcome these limitations, simulation-based approaches are promising alternatives. This paper introduces a specialized simulation environment that i...

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Bibliographic Details
Published in:	SIMULATION MODELLING PRACTICE AND THEORY
Main Authors:	Jawaddi, Siti Nuraishah Agos; Ismail, Azlan
Format:	Article
Language:	English
Published:	ELSEVIER 2024
Subjects:	Computer Science
Online Access:	https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001110216100001

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