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Carvalho Ottoni, Andre Luiz, Nepomuceno, Erivelton and Santos de Oliveira, Marcos (2020) Development of a Pedagogical Graphical Interface for the Reinforcement Learning. IEEE Latin America Transactions, 18 (01). pp. 92-101. ISSN 1548-0992
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Abstract
In this paper the development of a pedagogical
graphical interface for the Reinforcement Learning is presented.
The proposed framework aims to help students from simulations of traditional domains in literature: Travelling Salesman
Problem, Multidimensional Knapsack Problem and Autonomous
Navigation. The modules developed in MATLAB are described
and case studies are exemplified in the text.
| Item Type: | Article |
|---|---|
| Keywords: | Reinforcement learning; Graphical interface; Travelling salesman problem; Multidimensional knapsack problem; Autonomous navigation; Artificial intelligence; |
| Academic Unit: | Faculty of Science and Engineering > Electronic Engineering Faculty of Science and Engineering > Research Institutes > Hamilton Institute |
| Item ID: | 16724 |
| Identification Number: | 10.1109/TLA.2020.9049466 |
| Depositing User: | Erivelton Nepomuceno |
| Date Deposited: | 21 Nov 2022 15:31 |
| Journal or Publication Title: | IEEE Latin America Transactions |
| Publisher: | Institute of Electrical and Electronics Engineers |
| Refereed: | Yes |
| Related URLs: | |
| URI: | https://mu.eprints-hosting.org/id/eprint/16724 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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