Defeasible reasoning in dynamic domains
The design of intelligent agents is a key issue for many applications. Since there is no universally accepted definition of intelligence, the notion of rational agency was proposed by Russell as an alternative for the characterization of intelligent agency. A rational agent must have models of itse...
Guardado en:
| Autores principales: | , |
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| Formato: | Objeto de conferencia |
| Lenguaje: | Inglés |
| Publicado: |
2000
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| Acceso en línea: | http://sedici.unlp.edu.ar/handle/10915/23451 |
| Aporte de: |
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I19-R120-10915-23451 |
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| 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 knowledge representation defeasible reasoning rational agents |
| spellingShingle |
Ciencias Informáticas knowledge representation defeasible reasoning rational agents Capobianco, Marcela Simari, Guillermo Ricardo Defeasible reasoning in dynamic domains |
| topic_facet |
Ciencias Informáticas knowledge representation defeasible reasoning rational agents |
| description |
The design of intelligent agents is a key issue for many applications. Since there is no universally accepted definition of intelligence, the notion of rational agency was proposed by Russell as an alternative for the characterization of intelligent agency.
A rational agent must have models of itself and its surroundings to use them in its reasoning. To this end, this paper develops a formalism appropriate to represent the knowledge of an agent. Moreover, if dynamic environments are considered, the agent should be able to observe the changes in the world, and integrate them into its existing beliefs. This motivates the incorporation of perception capabilities into our framework.
The abilities to perceive and act, essential activities in a practica! agent, demand a timely interaction with the environment. Given that the cognitive process of a rational agent is complex and computationally expensive, this interaction may not be easy to achieve. To solve this problem, we propase inference mechanisms that rely on the use precompiled knowledge to optimize the reasoning process. |
| format |
Objeto de conferencia Objeto de conferencia |
| author |
Capobianco, Marcela Simari, Guillermo Ricardo |
| author_facet |
Capobianco, Marcela Simari, Guillermo Ricardo |
| author_sort |
Capobianco, Marcela |
| title |
Defeasible reasoning in dynamic domains |
| title_short |
Defeasible reasoning in dynamic domains |
| title_full |
Defeasible reasoning in dynamic domains |
| title_fullStr |
Defeasible reasoning in dynamic domains |
| title_full_unstemmed |
Defeasible reasoning in dynamic domains |
| title_sort |
defeasible reasoning in dynamic domains |
| publishDate |
2000 |
| url |
http://sedici.unlp.edu.ar/handle/10915/23451 |
| work_keys_str_mv |
AT capobiancomarcela defeasiblereasoningindynamicdomains AT simariguillermoricardo defeasiblereasoningindynamicdomains |
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Repositorios |
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1764820466144378883 |