Well Construction Action Planning and Automation through Finite-Horizon Sequential Decision-Making

Well Construction Action Planning and Automation through Finite-Horizon Sequential Decision-Making

Well construction operations require continuous complex decision-making and multi-step action planning. Action selection at every step demands a careful evaluation of the vast action space, while guided by long-term objectives and desired outcomes. Current human-centric decision-making introduces a...

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Bibliographic Details
Main Authors: Gurtej Singh Saini, Oney Erge, Pradeepkumar Ashok, Eric van Oort
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Energies
Subjects:
sequential decision-making
Markov decision process
reward shaping
well construction
hole cleaning
digital twinning
Online Access:https://www.mdpi.com/1996-1073/15/16/5776

Internet

https://www.mdpi.com/1996-1073/15/16/5776

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