The Actor-Dueling-Critic Method for Reinforcement Learning

Model-free reinforcement learning is a powerful and efficient machine-learning paradigm which has been generally used in the robotic control domain. In the reinforcement learning setting, the value function method learns policies by maximizing the state-action value (<i>Q</i> value), but...

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Bibliographic Details
Main Authors: Menghao Wu, Yanbin Gao, Alexander Jung, Qiang Zhang, Shitong Du
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/7/1547