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1. Discrete structural optimization as a sequential decision process solved using deep reinforcement learning

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Author:
Ororbia, Maximilian Edward
Title:
Discrete structural optimization as a sequential decision process solved using deep reinforcement learning
Graduate Program:
Civil Engineering (PHD)
Keywords:
Discrete structural optimization
Sequential decision process
Markov decision process
Deep reinforcement learning
File:
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Committee Members:
Timothy Simpson, Outside Unit Member
Gordon Warn, Chair & Dissertation Advisor
Kostas Papakonstantinou, Major Field Member
Patrick Fox, Program Head/Chair
C Lee Giles, Outside Field Member