Feasibility Study of Transfer Learning on LSTM Recurrent Neural Networks for Fiber Manufacturing Commercialization

This thesis explores business pathways to commercialize Device Realization Lab’s technology that uses deep reinforcement learning for optical fiber manufacturing control systems. A viable business solution is proposed based on feedback from venture capital investors. The solution comprises developin...

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Bibliographic Details
Main Author: Sawant, Nilay
Other Authors: Anthony, Brian W.
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/147394