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arXiv3h ago
4.8

Learning to Focus: CSI-Free Hierarchical MARL for Reconfigurable Reflectors

Hieu Le, Mostafa Ibrahim, Oguz Bedir, Jian Tao, Sabit Ekin

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty7/10
Categorypaper
Topics
marlnetworkinginference

Opportunity Brief

Create a hierarchical MARL framework specifically for mmWave network control. The tool should focus on reducing the computational load of large-scale RIS deployments.

Suggested repo: H-MARL-RIS

"Scale your RIS network effortlessly with hierarchical reinforcement learning."

Estimated effort: 100h