Improving Model-Based Deep Reinforcement Learning with Learning Degree Networks and Its Application in Robot Control

Deep reinforcement learning is the technology of artificial neural networks in the field of decision-making and control. The traditional model-free reinforcement learning algorithm requires a large amount of environment interactive data to iterate the algorithm. This model’s performance also suffers...

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Bibliographic Details
Main Authors: Guoqing Ma, Zhifu Wang, Xianfeng Yuan, Fengyu Zhou
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Journal of Robotics
Online Access:http://dx.doi.org/10.1155/2022/7169594
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