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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Bibliographic Details
Published in:	Procedia computer science Vol. 192; pp. 437 - 446
Main Authors:	Markowska-Kaczmar, Urszula, Slimak, Adrian
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 2021
Subjects:	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
Online Access:	Get full text
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