About: Adopting Animal Concepts in Hierarchical Reinforcement Learning and Control of Intelligent Agents     Goto   Sponge   NotDistinct   Permalink

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Description
  • Presented research integrates rigorous methods of reinforcement learning (RL) and control engineering with a behavioral (ethology) approach to the agent technology. The main outcome is a hybrid architecture for intelligent autonomous agents targeted to the Artificial Life like environments. The architecture adopts several biology concepts and shows that they can provide robust solutions to some areas.
  • Presented research integrates rigorous methods of reinforcement learning (RL) and control engineering with a behavioral (ethology) approach to the agent technology. The main outcome is a hybrid architecture for intelligent autonomous agents targeted to the Artificial Life like environments. The architecture adopts several biology concepts and shows that they can provide robust solutions to some areas. (en)
Title
  • Adopting Animal Concepts in Hierarchical Reinforcement Learning and Control of Intelligent Agents
  • Adopting Animal Concepts in Hierarchical Reinforcement Learning and Control of Intelligent Agents (en)
skos:prefLabel
  • Adopting Animal Concepts in Hierarchical Reinforcement Learning and Control of Intelligent Agents
  • Adopting Animal Concepts in Hierarchical Reinforcement Learning and Control of Intelligent Agents (en)
skos:notation
  • RIV/68407700:21230/08:00153780!RIV10-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
  • 354953
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/08:00153780
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • artificial life; behavioral approach; reinforcement learning; ethology (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [4A732FBE51FA]
http://linked.open...v/mistoKonaniAkce
  • Scottsdale
http://linked.open...i/riv/mistoVydani
  • Wisconsin
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the 2nd Biennial IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics
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
  • Kadleček, David
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000270540400106
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Omipress
https://schema.org/isbn
  • 978-1-4244-2882-3
http://localhost/t...ganizacniJednotka
  • 21230
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