The application of reinforcement learning to NATM tunnel design

The New Austrian Tunnelling Method (NATM) tunnel design is performed by testing support classes against the geological profile. We propose to replace this manual process with reinforcement learning, a generic framework within the realm of artificial intelligence that solves control tasks. Previous s...

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Bibliographic Details
Main Authors: Enrico Soranzo, Carlotta Guardiani, Wei Wu
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2022-12-01
Series:Underground Space
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2467967422000356