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Autonomous path-finding system using Q-learning algorithm

Published • Feb 6, 2025
NobleIDNI0P11W49R12S05
Authors:
Karan Kumar
,
G. Ramesh
,
Harish Kunder

Abstract

The paper explores the application of reinforcement learning, specifically the Q-learning algorithm, to robotic systems for autonomous maze exploration. Robots need to be able to learn and adapt, therefore research is focused on providing them with the tools to dynamically enhance their navigational...

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