About: How to Design an Autonomous Creature Based on Original Artificial Life Approaches

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://link.springer.com/chapter/10.1007%2F978-3-642-34422-0_11?LI=true
Description	We introduce new approaches for creating of autonomous agents. The life of agent created by us is very similar to the animal's life in the Nature, which learns autonomously from the simple tasks towards the more complex ones and is inspired in AI, Biology and Ethology. We present our proved design of artificial creature, capable of learning from experience in order to fulfill more complex tasks, which is based mainly on ethology. It integrates several types of action selection mechanisms and learning into one system. The main advantages are in its autonomy, ability to gain all information from the environment and decomposition of the decision space into the hierarchy of abstract actions, which dramatically reduces the total size of decision space. The agent learns how to exploit the environment continuously, where the learning of new abilities is driven by his physiology, autonomously created intentions, planner and neural network. We introduce new approaches for creating of autonomous agents. The life of agent created by us is very similar to the animal's life in the Nature, which learns autonomously from the simple tasks towards the more complex ones and is inspired in AI, Biology and Ethology. We present our proved design of artificial creature, capable of learning from experience in order to fulfill more complex tasks, which is based mainly on ethology. It integrates several types of action selection mechanisms and learning into one system. The main advantages are in its autonomy, ability to gain all information from the environment and decomposition of the decision space into the hierarchy of abstract actions, which dramatically reduces the total size of decision space. The agent learns how to exploit the environment continuously, where the learning of new abilities is driven by his physiology, autonomously created intentions, planner and neural network. (en)
Title	How to Design an Autonomous Creature Based on Original Artificial Life Approaches How to Design an Autonomous Creature Based on Original Artificial Life Approaches (en)
skos:prefLabel	How to Design an Autonomous Creature Based on Original Artificial Life Approaches How to Design an Autonomous Creature Based on Original Artificial Life Approaches (en)
skos:notation	RIV/68407700:21230/12:00203695!RIV13-MSM-21230___
http://linked.open...avai/predkladatel	Fakulta elektrotechnická
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(1M0567), S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Nahodil, Pavel Vítků, Jaroslav
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	139703
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/12:00203695
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Biology; Ethology; Autonomous Agents (en)
http://linked.open.../riv/klicoveSlovo	Autonomous Agents Ethology Biology
http://linked.open...ontrolniKodProRIV	[0E55C91A12B2]
http://linked.open...v/mistoKonaniAkce	Plzeň
http://linked.open...i/riv/mistoVydani	Heidelberg
http://linked.open...i/riv/nazevZdroje	Beyond Artificial Intelligence: Contemplations, Expectations, Applications:Topic in Intelligent Engineering and Informatics
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre for Applied Cybernetics
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Nahodil, Pavel Vítků, Jaroslav
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open...ain/vavai/riv/wos	000313206700011
http://linked.open.../riv/zahajeniAkce	2011-12-08 (xsd:date)
issn	2193-9411
number of pages	20 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-642-34422-0_11
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-642-34422-0
http://localhost/t...ganizacniJednotka	21230
is http://linked.open...avai/riv/vysledek of	How to Design an Autonomous Creature Based on Original Artificial Life Approaches

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