Animales Artificiales con SC
Artificial animals are hardware/software intelligent agents that must demonstrate a similar behavior like natural animals. They should have some kind of learning mechanism to acquire new information while they are interacting with their environments, so they can improve their fitness evaluation. Cla...
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| Formato: | Artículo (Article) |
| Lenguaje: | Español (Spanish) |
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Universidad Distrital Francisco José de Caldas
2001
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| Acceso en línea: | http://hdl.handle.net/11349/19550 |
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ir-11349-195502019-09-19T21:38:09Z Animales Artificiales con SC Rojas Galeano, Sergio Andrés Ramírez, Johanna Ramírez, Oscar reinforcement learning classifier systems animats. aprendizaje por refuerzo sistemas clasificadores animats. aprendizaje por refuerzo sistemas clasificadores animats. Artificial animals are hardware/software intelligent agents that must demonstrate a similar behavior like natural animals. They should have some kind of learning mechanism to acquire new information while they are interacting with their environments, so they can improve their fitness evaluation. Classifier Systems, which are a machine learning technique based on an evolutionary approach, can be applied for this purpose. In this paper we present some results of an artificial animal simulation that use two different kinds of Classifier Systems. Los animales artificiales son agentes inteligentes de software y/o hardware que demuestran un comportamiento similar al de los animales reales. Para esto deben contar con un mecanismo de aprendizaje que les permita adquirir nueva información mientras interactúan con su entorno, de forma que puedan utilizarla para mejorar su medida de desempeño. Los Sistemas Clasificadores son una técnica de aprendizaje maquinal basada en un enfoque de computación evolutiva que puede ser utilizada con este fin. En este artículo presentamos los resultados de la simulación de un animal artificial que aprende a comportarse en un mundo incierto utilizando dos tipos de Sistemas 2001-11-30 2019-09-19T21:38:09Z 2019-09-19T21:38:09Z info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://revistas.udistrital.edu.co/index.php/reving/article/view/2269 10.14483/23448393.2269 http://hdl.handle.net/11349/19550 spa https://revistas.udistrital.edu.co/index.php/reving/article/view/2269/3057 https://revistas.udistrital.edu.co/index.php/reving/article/view/2269/3058 application/pdf text/html Universidad Distrital Francisco José de Caldas Ingeniería; Vol 7 No 1 (2002): January - June; 51 - 56 Ingeniería; Vol. 7 Núm. 1 (2002): Enero - Junio; 51 - 56 2344-8393 0121-750X |
| institution |
Universidad Distrital Francisco José de Caldas |
| collection |
DSpace |
| language |
Español (Spanish) |
| topic |
reinforcement learning classifier systems animats. aprendizaje por refuerzo sistemas clasificadores animats. aprendizaje por refuerzo sistemas clasificadores animats. |
| spellingShingle |
reinforcement learning classifier systems animats. aprendizaje por refuerzo sistemas clasificadores animats. aprendizaje por refuerzo sistemas clasificadores animats. Rojas Galeano, Sergio Andrés Ramírez, Johanna Ramírez, Oscar Animales Artificiales con SC |
| description |
Artificial animals are hardware/software intelligent agents that must demonstrate a similar behavior like natural animals. They should have some kind of learning mechanism to acquire new information while they are interacting with their environments, so they can improve their fitness evaluation. Classifier Systems, which are a machine learning technique based on an evolutionary approach, can be applied for this purpose. In this paper we present some results of an artificial animal simulation that use two different kinds of Classifier Systems. |
| format |
Artículo (Article) |
| author |
Rojas Galeano, Sergio Andrés Ramírez, Johanna Ramírez, Oscar |
| author_facet |
Rojas Galeano, Sergio Andrés Ramírez, Johanna Ramírez, Oscar |
| author_sort |
Rojas Galeano, Sergio Andrés |
| title |
Animales Artificiales con SC |
| title_short |
Animales Artificiales con SC |
| title_full |
Animales Artificiales con SC |
| title_fullStr |
Animales Artificiales con SC |
| title_full_unstemmed |
Animales Artificiales con SC |
| title_sort |
animales artificiales con sc |
| publisher |
Universidad Distrital Francisco José de Caldas |
| publishDate |
2001 |
| url |
http://hdl.handle.net/11349/19550 |
| _version_ |
1712443703374643200 |
| score |
12,131701 |