Creating herd behavior by virtual agents using neural networks

The paper focuses on simulating an artificial life in which neural networks (recurrent (RNN) and Long Short Term Memory (LSTM) networks) control prey and predator agents. The research goal was to check whether a simple genetic algorithm evolves the LSTM based controller that competes with the classi...

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Vydané v:	Procedia computer science Ročník 192; s. 437 - 446
Hlavní autori:	Markowska-Kaczmar, Urszula, Slimak, Adrian
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 2021
Predmet:	2010 MSC: : 92B20 62M45 68T05 adaptive systems learning Neural networks neural networks artificial life and related topics related approaches 2010 MSC: : 92B20 62M45 68T05 Neural networks related approaches learning neural networks artificial life and related topics adaptive systems
ISSN:	1877-0509, 1877-0509
On-line prístup:	Získať plný text
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