Application of coevolution strategy to solve the problem of autonomous navigation trough the maze

• Veröffentlicht in: PROBLEMS IN PROGRAMMING
• Datum: 2024
• Heft: 2-3
• Сторінки: 263-270
• ISSN: 1727-4907
• Автори та афіліації: Ia.V. Omelianenko — Institute of Software Systems NAS of Ukraine; A.Yu. Doroshenko — Institute of Software Systems NAS of Ukraine; Ye.S. Rodin — Institute of Software Systems NAS of Ukraine
• Hauptverfasser: Omelianenko, Ia.V., Doroshenko, A.Yu., Rodin, Ye.S.
• Format: Artikel
• Sprache: Ukrainisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2024
• Schlagworte: genetic algorithms; neuroevolution of augmenting topologies; autonomous maze navigation; NEAT; coevolution; UDC 004.8
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/645
• Назва журналу: Problems in programming

This study explores the use of coevolutionary methods to address the challenge of navigating through complex mazes using autonomous agents controlled by artificial neural networks (ANNs). It underscores a critical impediment to algorithmic optimization: the close interdependence between the task...