Search Results for author: Muhammad Sulaiman

Found 2 papers, 0 papers with code

Precision in Building Extraction: Comparing Shallow and Deep Models using LiDAR Data

no code implementations21 Sep 2023 Muhammad Sulaiman, Mina Farmanbar, Ahmed Nabil Belbachir, Chunming Rong

This article targets shallow models due to their interpretable nature to assess the presence of LiDAR data for supervised segmentation.

Management Task 2

Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning

no code implementations15 Jun 2023 Muhammad Sulaiman, Mahdieh Ahmadi, Mohammad A. Salahuddin, Raouf Boutaba, Aladdin Saleh

In addition, it provides robustness against uncertain network conditions, generalizes to different real-world traffic patterns, and caters to various QoS metrics.

reinforcement-learning

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