Survival of the mutable: architecture of adaptive reactive agents

An agent is defined as any device that perceives a certain environment through stimuli and acts upon it as to achieve a certain goal. There is a plethora of theories, architectures and languages in the literature aiming at how much an agent may be improved at performing a task. However, the majority...

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Autores principales: Stange, Renata Luiza, Cereda, Paulo Roberto M., Neto, João José
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2017
Materias:
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/63500
Aporte de:
id I19-R120-10915-63500
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
classic reactive agent
bio-inspired model
mutability
adaptation
spellingShingle Ciencias Informáticas
classic reactive agent
bio-inspired model
mutability
adaptation
Stange, Renata Luiza
Cereda, Paulo Roberto M.
Neto, João José
Survival of the mutable: architecture of adaptive reactive agents
topic_facet Ciencias Informáticas
classic reactive agent
bio-inspired model
mutability
adaptation
description An agent is defined as any device that perceives a certain environment through stimuli and acts upon it as to achieve a certain goal. There is a plethora of theories, architectures and languages in the literature aiming at how much an agent may be improved at performing a task. However, the majority of them focuses on the internal agent function itself instead of adopting a macroscopic, broader view of what the term “intelligent” means in the long run. In this paper we take a bio-inspired route and describe how the simplest reactive agent can be boosted towards improvements at performing complex tasks by making it mutable. We provide a mathematical framework to support such features. Conceptually, the addition of a mutability layer does not break the existing paradigms and allows hybrid approaches as a means to achieve better results.
format Objeto de conferencia
Objeto de conferencia
author Stange, Renata Luiza
Cereda, Paulo Roberto M.
Neto, João José
author_facet Stange, Renata Luiza
Cereda, Paulo Roberto M.
Neto, João José
author_sort Stange, Renata Luiza
title Survival of the mutable: architecture of adaptive reactive agents
title_short Survival of the mutable: architecture of adaptive reactive agents
title_full Survival of the mutable: architecture of adaptive reactive agents
title_fullStr Survival of the mutable: architecture of adaptive reactive agents
title_full_unstemmed Survival of the mutable: architecture of adaptive reactive agents
title_sort survival of the mutable: architecture of adaptive reactive agents
publishDate 2017
url http://sedici.unlp.edu.ar/handle/10915/63500
work_keys_str_mv AT stangerenataluiza survivalofthemutablearchitectureofadaptivereactiveagents
AT ceredapaulorobertom survivalofthemutablearchitectureofadaptivereactiveagents
AT netojoaojose survivalofthemutablearchitectureofadaptivereactiveagents
bdutipo_str Repositorios
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