Evolution of altruistic robots
In this document we examine the evolutionary methods that may lead to the emergence of altruistic cooperation in robot collectives. We present four evolutionary algorithms that derive from biological theories on the evolution of altruism in nature and compare them systematically in two experimental...
| Autores principales: | , , , |
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| Formato: | Journal article |
| Lenguaje: | English |
| Publicado: |
2008
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| _version_ | 1826288101079646208 |
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| author | Floreano, D Mitri, S Perez-Uribe, A Keller, L |
| author_facet | Floreano, D Mitri, S Perez-Uribe, A Keller, L |
| author_sort | Floreano, D |
| collection | OXFORD |
| description | In this document we examine the evolutionary methods that may lead to the emergence of altruistic cooperation in robot collectives. We present four evolutionary algorithms that derive from biological theories on the evolution of altruism in nature and compare them systematically in two experimental scenarios where altruistic cooperation can lead to a performance increment. We discuss the relative merits and drawbacks of the four methods and provide recommendations for the choice of the most suitable method for evolving altruistic robots. © 2008 Springer-Verlag Berlin Heidelberg. |
| first_indexed | 2024-03-07T02:08:38Z |
| format | Journal article |
| id | oxford-uuid:9fd7ade4-6a2e-4ac1-80ff-dbaceff4a66a |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-07T02:08:38Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | oxford-uuid:9fd7ade4-6a2e-4ac1-80ff-dbaceff4a66a2022-03-27T02:00:59ZEvolution of altruistic robotsJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:9fd7ade4-6a2e-4ac1-80ff-dbaceff4a66aEnglishSymplectic Elements at Oxford2008Floreano, DMitri, SPerez-Uribe, AKeller, LIn this document we examine the evolutionary methods that may lead to the emergence of altruistic cooperation in robot collectives. We present four evolutionary algorithms that derive from biological theories on the evolution of altruism in nature and compare them systematically in two experimental scenarios where altruistic cooperation can lead to a performance increment. We discuss the relative merits and drawbacks of the four methods and provide recommendations for the choice of the most suitable method for evolving altruistic robots. © 2008 Springer-Verlag Berlin Heidelberg. |
| spellingShingle | Floreano, D Mitri, S Perez-Uribe, A Keller, L Evolution of altruistic robots |
| title | Evolution of altruistic robots |
| title_full | Evolution of altruistic robots |
| title_fullStr | Evolution of altruistic robots |
| title_full_unstemmed | Evolution of altruistic robots |
| title_short | Evolution of altruistic robots |
| title_sort | evolution of altruistic robots |
| work_keys_str_mv | AT floreanod evolutionofaltruisticrobots AT mitris evolutionofaltruisticrobots AT perezuribea evolutionofaltruisticrobots AT kellerl evolutionofaltruisticrobots |