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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Veröffentlicht in:	Journal of physics. Conference series Jg. 2858; H. 1; S. 12037 - 12048
Hauptverfasser:	Lu, Junsong, Wang, Zongsheng, Pan, Kang, Zhang, Hanshuo
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Bristol IOP Publishing 01.10.2024
Schlagworte:	Algorithms Collaboration Complexity Cooperation Discounts Machine learning Multiagent systems Parameter identification
ISSN:	1742-6588, 1742-6596
Online-Zugang:	Volltext
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