An overview on algorithms and applications of deep reinforcement learning

An overview on algorithms and applications of deep reinforcement learning

Deep reinforcement learning (DRL) is mainly applied to solve the perception-decision problem, and has become an important research branch in the field of artificial intelligence.Two kinds of DRL algorithms based on value function and policy gradient were summarized, including deep Q network, policy...

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Bibliographic Details
Main Authors: Zhaoyang LIU, Chaoxu MU, Changyin SUN
Format: Article
Language:zho
Published: POSTS&TELECOM PRESS Co., LTD 2020-12-01
Series:智能科学与技术学报
Subjects:
artificial intelligence;deep reinforcement learning;value function;policy gradient;navigation;cooperation;complex environment;generalization;robustness
Online Access:http://www.cjist.com.cn/thesisDetails#10.11959/j.issn.2096-6652.202034
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