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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/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1M0567), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 139703
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/12:00203695
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Biology; Ethology; Autonomous Agents (en)
http://linked.open.../riv/klicoveSlovo
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
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Nahodil, Pavel
  • Vítků, Jaroslav
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000313206700011
http://linked.open.../riv/zahajeniAkce
issn
  • 2193-9411
number of pages
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
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