A Q-learning approach to the continuous control problem of robot inverted pendulum balancing

This study evaluates the application of a discrete action space reinforcement learning method (Q-learning) to the continuous control problem of robot inverted pendulum balancing. To speed up the learning process and to overcome technical difficulties related to the direct learning on the real roboti...

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Bibliographic Details
Main Authors: Mohammad Safeea, Pedro Neto
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Intelligent Systems with Applications
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305323001382