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Scalable and Transferable Reinforcement Learning for Multi-Agent Mixed Cooperative–Competitive Environments Based on Hierarchical Graph Attention

Most previous studies on multi-agent systems aim to coordinate agents to achieve a common goal, but the lack of scalability and transferability prevents them from being applied to large-scale multi-agent tasks. To deal with these limitations, we propose a deep reinforcement learning (DRL) based mult...

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Detalles Bibliográficos
Autores principales: Chen, Yining, Song, Guanghua, Ye, Zhenhui, Jiang, Xiaohong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9033143/
https://www.ncbi.nlm.nih.gov/pubmed/35455226
http://dx.doi.org/10.3390/e24040563