Deep reinforcement learning for map-less goal-driven robot navigation

Mobile robots that operate in real-world environments need to be able to safely navigate their surroundings. Obstacle avoidance and path planning are crucial capabilities for achieving autonomy of such systems. However, for new or dynamic environments, navigation methods that rely on an explicit map...

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Bibliographic Details
Main Authors: Matej Dobrevski, Danijel Skočaj
Format: Article
Language:English
Published: SAGE Publishing 2021-02-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881421992621