Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/91489
Título: | Development of a multibody simulator to study the CHARMIE robot |
Autor(es): | Gonçalves, Fernando Ribeiro, Tiago Ribeiro, A. Fernando Lopes, Gil Flores, Paulo |
Data: | Mai-2024 |
Editora: | Universidade do Minho. Departamento de Engenharia Mecânica (DEM) |
Resumo(s): | [Excerpt] 1. INTRODUCTION The Laboratory of Automation and Robotics of the University of Minho has developed CHARMIE, a human-inspired robot designed to assist humans in domestic tasks [1] (See Figure 1). One of the challenges in developing a complex mobile manipulator robot is testing and optimizing its control. Damages to the physical prototype, or possible hazardous situations, can be avoided by testing control solutions in a virtual environment. This is even more relevant when using Reinforcement Learning as a control strategy, where the neural network requires testing a set of inaccurate and inadequate solutions before the reward function allows the system to converge into more optimal strategies. This work deals with the development of a multibody simulator that represents the key kinematics and dynamics of CHARMIE’s bodies and joints.[...] |
Tipo: | Resumo em ata de conferência |
URI: | https://hdl.handle.net/1822/91489 |
Arbitragem científica: | no |
Acesso: | Acesso aberto |
Aparece nas coleções: | CMEMS - Resumos em livros de actas / Abstracts in proceedings |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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mmt_symposium_Fernando_abstract.pdf | 355,22 kB | Adobe PDF | Ver/Abrir |
Este trabalho está licenciado sob uma Licença Creative Commons