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Agnieszka Lazarowska

2 papers indexed

crossrefElectronics2026-05-13

A Survey of Machine Learning Algorithms for Autonomous Vehicles

Agnieszka Lazarowska, Monika Rybczak, Mirosław Łącki, Krystian Kozakiewicz, Józef Lisowski, Andrzej Stateczny

This paper presents a comprehensive review of recent works (2020–2026) on machine learning (ML) algorithms applied to autonomous platforms such as unmanned underwater vehicles (UUVs), unmanned surface vehicles (USVs), unmanned aerial vehicles (UAVs), and ground-based mobile robot…

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crossrefRobotics2024-01-09Cited by 44

A Survey of Machine Learning Approaches for Mobile Robot Control

Monika Rybczak, Natalia Popowniak, Agnieszka Lazarowska

Machine learning (ML) is a branch of artificial intelligence that has been developing at a dynamic pace in recent years. ML is also linked with Big Data, which are huge datasets that need special tools and approaches to process them. ML algorithms make use of data to learn how to…

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