Hybrid Machine Learning and Reinforcement Learning Framework for Adaptive UAV Obstacle Avoidance

This review explores the integration of machine learning (ML) and reinforcement learning (RL) techniques in enhancing the navigation and obstacle avoidance capabilities of Unmanned Aerial Vehicles (UAVs). Various RL algorithms are assessed for their effectiveness in teaching UAVs autonomous navigati...

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Bibliographic Details
Main Authors: Wojciech Skarka, Rukhseena Ashfaq
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Aerospace
Subjects:
Online Access:https://www.mdpi.com/2226-4310/11/11/870
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