Carvalho Ottoni, Andre Luiz and 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:	https://doi.org/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
URI:	Publisher
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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