How to Design an Autonomous Creature Based on Original Artificial Life Approaches
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F12%3A00203695" target="_blank" >RIV/68407700:21230/12:00203695 - isvavai.cz</a>
Result on the web
<a href="http://link.springer.com/chapter/10.1007%2F978-3-642-34422-0_11?LI=true" target="_blank" >http://link.springer.com/chapter/10.1007%2F978-3-642-34422-0_11?LI=true</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-34422-0_11" target="_blank" >10.1007/978-3-642-34422-0_11</a>
Alternative languages
Result language
angličtina
Original language name
How to Design an Autonomous Creature Based on Original Artificial Life Approaches
Original language 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. Theagent 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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/1M0567" target="_blank" >1M0567: Centre for Applied Cybernetics</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Beyond Artificial Intelligence: Contemplations, Expectations, Applications:Topic in Intelligent Engineering and Informatics
ISBN
978-3-642-34422-0
ISSN
2193-9411
e-ISSN
—
Number of pages
20
Pages from-to
161-180
Publisher name
Springer
Place of publication
Heidelberg
Event location
Plzeň
Event date
Dec 8, 2011
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
000313206700011