SOM Neural Network Based Method for Task Assignment of Multi-Agent Systems下载

PIPI_333 2018-03-20 02:25:44
MATLAB Code of SOM (self-organizing maps) Neural Network Based Method for Task Assignment of Multi-Agent Systems
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SOM Neural Network Based Method for Task Assignment of Multi-Agent Systems
MATLAB Code of SOM (self-organizing maps) Neural Network Based Method for Task Assignment of Multi-Agent Systems
MATLAB Code of SOM Neural Network Based Method for Task Assignment
SOM_Code MATLAB Code of SOM (self-organizing maps) Neural Network Based Method for Task Assignment of Multi-Agent Systems download Authors: Xin Li Email: lixin850224@163.com Laboratory of Underwa...
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深度强化学习（RL）近年来取得了突出的成果。这导致了应用和方法数量的急剧增加。最近的工作探索了超越单智能体场景的学习，并考虑了多智能体学习（MAL）场景。初步结果报告了在复杂的多智能体领域取得的成功，尽管有几个挑战需要解决。本文的主要目标是清晰地概述当前的多智能体深度强化学习 （MDRL） 文献。此外，我们通过更广泛的分析来补充概述：（i）我们重新审视了以前的关键组件，这些组件最初在MAL和RL中提出，并强调了它们如何适应多智能体深度强化学习设置。
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