IEEE

Joint Resource Allocation in LEO Satellite System: A Hypergraph Neural Network Enhanced Reinforcement Learning Approach

Abstract: In the context of the Large-scale satellite network, beam interference poses a significant obstacle to the transmission efficacy of Low Earth Orbit (LEO) satellite downlinks. Given the ...

How AI coding agents work—and what to remember if you use them

At the core of every AI coding agent is a technology called a large language model (LLM), which is a type of neural network ...
IEEE

Hybrid Approach for WDM Network Restoration: Deep Reinforcement Learning and Graph Neural Networks

Abstract: Ensuring robust and efficient service restoration in Wavelength Division Multiplexing (WDM) networks is crucial for maintaining network reliability amidst failures caused by disasters, ...