Decision Transformer-based Traveling Salesman Tour Generation

With the surge of new machine learning methods, research in classic problems like the Traveling Salesman Problem (TSP) is receiving a resurgence of popularity. One of the biggest goals in this renewed interest is to create a model that can not only outperform state-of-the-art heuristic solvers in sp...

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Bibliographic Details
Main Author: Liu, Daniel S.
Other Authors: Balakrishnan, Hamsa
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/151529