Research on the influence of multi-agent deep deterministic policy gradient algorithm key parameters in typical scenarios

The MADDPG algorithm is widely used and relatively complete, but there is no intuitive data support for the values of some key parameters. Therefore, the influence law of key parameters on MADDPG in typical scenarios has been studied in this paper. Firstly, three typical experimental scenarios were...

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Vydané v:	Journal of physics. Conference series Ročník 2858; číslo 1; s. 12037 - 12048
Hlavní autori:	Lu, Junsong, Wang, Zongsheng, Pan, Kang, Zhang, Hanshuo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Bristol IOP Publishing 01.10.2024
Predmet:	Algorithms Collaboration Complexity Cooperation Discounts Machine learning Multiagent systems Parameter identification
ISSN:	1742-6588, 1742-6596
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