An open invisible space enabled by reconfigurable metasurfaces and self-play reinforcement learning

An open, dynamic, and electromagnetically invisible space has been constructed using reconfigurable metasurfaces and self-play reinforcement learning. A model named MetaSeeker is proposed to optimize the cloaking performance of randomly distributed metasurfaces. The hidden objects can move freely within the constructed invisible space, with environmental similarity of 99.5%. This advancement provides an innovative solution for cloaking technologies in complex environments. An open invisible space enabled by reconfigurable metasurfaces and self-play reinforcement learning.

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Publication Details

Journal
Light Science & Applications
Published
2025-09-15
DOI
https://doi.org/10.1038/s41377-025-01944-5
Citations
1
Primary Topic
Metamaterials and Metasurfaces Applications
Type
article
Field-Weighted Citation Impact
0.43
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article

An open invisible space enabled by reconfigurable metasurfaces and self-play reinforcement learning

Yanyu Zhao, Xinman Yin
1 citations
Light Science & Applications
Metamaterials and Metasurfaces Applications
0.43
article

An open invisible space enabled by reconfigurable metasurfaces and self-play reinforcement learning

Yanyu Zhao, Xinman Yin
article en
1 citations

Abstract

An open, dynamic, and electromagnetically invisible space has been constructed using reconfigurable metasurfaces and self-play reinforcement learning. A model named MetaSeeker is proposed to optimize the cloaking performance of randomly distributed metasurfaces. The hidden objects can move freely within the constructed invisible space, with environmental similarity of 99.5%. This advancement provides an innovative solution for cloaking technologies in complex environments. An open invisible space enabled by reconfigurable metasurfaces and self-play reinforcement learning.

Light Science & ApplicationsVol. 14(1)
Beihang University (CN)
Openalex Percentile: Top 37%
Metamaterials and Metasurfaces Applications
0.43
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