Exploring Multi-Armed Bandit (MAB) as an AI Tool for Optimising GMA-WAAM Path Planning

Exploring Multi-Armed Bandit (MAB) as an AI Tool for Optimising GMA-WAAM Path Planning

Conventional path-planning strategies for GMA-WAAM may encounter challenges related to geometrical features when printing complex-shaped builds. One alternative to mitigate geometry-related flaws is to use algorithms that optimise trajectory choices—for instance, using heuristics to find the most ef...

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Bibliographic Details
Main Authors: Rafael Pereira Ferreira, Emil Schubert, Américo Scotti
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Journal of Manufacturing and Materials Processing
Subjects:
3D printing
WAAM
path planning
artificial intelligence
reinforcement learning
multi-armed bandit problem
Online Access:https://www.mdpi.com/2504-4494/8/3/99

Internet

https://www.mdpi.com/2504-4494/8/3/99

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