Training a gaming agent on brainwaves online: using brain signals as feedback for reinforcement learning
"This thesis replicates and proposes an alternative method to train reinforcement learning algorithms with ErrP signals, captured through EEG, and validate the effectiveness of its use in a prototype application."
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Formato: | Proyecto final de Grado |
Lenguaje: | Inglés |
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2021
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Acceso en línea: | http://ri.itba.edu.ar/handle/123456789/3387 |
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I32-R138-123456789-33872022-12-07T14:30:16Z Training a gaming agent on brainwaves online: using brain signals as feedback for reinforcement learning Abelenda, Marcos Vázquez, Agustín Ignacio Manganaro Bello, Santiago Ramele, Rodrigo INTERFAZ CEREBRO COMPUTADORA PROCESAMIENTO DE SEÑALES DIGITALES APRENDIZAJE POR REFUERZO ELECTROENCEFALOGRAFIA ALGORITMOS "This thesis replicates and proposes an alternative method to train reinforcement learning algorithms with ErrP signals, captured through EEG, and validate the effectiveness of its use in a prototype application." Proyecto final Ingeniería Informática (grado) - Instituto Tecnológico de Buenos Aires, Buenos Aires, 2020 2021-02-11T17:59:18Z 2021-02-11T17:59:18Z 2020-12-12 Proyecto final de Grado http://ri.itba.edu.ar/handle/123456789/3387 en application/pdf |
institution |
Instituto Tecnológico de Buenos Aires (ITBA) |
institution_str |
I-32 |
repository_str |
R-138 |
collection |
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) |
language |
Inglés |
topic |
INTERFAZ CEREBRO COMPUTADORA PROCESAMIENTO DE SEÑALES DIGITALES APRENDIZAJE POR REFUERZO ELECTROENCEFALOGRAFIA ALGORITMOS |
spellingShingle |
INTERFAZ CEREBRO COMPUTADORA PROCESAMIENTO DE SEÑALES DIGITALES APRENDIZAJE POR REFUERZO ELECTROENCEFALOGRAFIA ALGORITMOS Abelenda, Marcos Vázquez, Agustín Ignacio Manganaro Bello, Santiago Training a gaming agent on brainwaves online: using brain signals as feedback for reinforcement learning |
topic_facet |
INTERFAZ CEREBRO COMPUTADORA PROCESAMIENTO DE SEÑALES DIGITALES APRENDIZAJE POR REFUERZO ELECTROENCEFALOGRAFIA ALGORITMOS |
description |
"This thesis replicates and proposes an alternative method to train reinforcement learning algorithms with ErrP signals, captured through EEG, and validate the effectiveness of its use in a prototype application." |
author2 |
Ramele, Rodrigo |
author_facet |
Ramele, Rodrigo Abelenda, Marcos Vázquez, Agustín Ignacio Manganaro Bello, Santiago |
format |
Proyecto final de Grado |
author |
Abelenda, Marcos Vázquez, Agustín Ignacio Manganaro Bello, Santiago |
author_sort |
Abelenda, Marcos |
title |
Training a gaming agent on brainwaves online: using brain signals as feedback for reinforcement learning |
title_short |
Training a gaming agent on brainwaves online: using brain signals as feedback for reinforcement learning |
title_full |
Training a gaming agent on brainwaves online: using brain signals as feedback for reinforcement learning |
title_fullStr |
Training a gaming agent on brainwaves online: using brain signals as feedback for reinforcement learning |
title_full_unstemmed |
Training a gaming agent on brainwaves online: using brain signals as feedback for reinforcement learning |
title_sort |
training a gaming agent on brainwaves online: using brain signals as feedback for reinforcement learning |
publishDate |
2021 |
url |
http://ri.itba.edu.ar/handle/123456789/3387 |
work_keys_str_mv |
AT abelendamarcos trainingagamingagentonbrainwavesonlineusingbrainsignalsasfeedbackforreinforcementlearning AT vazquezagustinignacio trainingagamingagentonbrainwavesonlineusingbrainsignalsasfeedbackforreinforcementlearning AT manganarobellosantiago trainingagamingagentonbrainwavesonlineusingbrainsignalsasfeedbackforreinforcementlearning |
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1765661109991243776 |