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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Luis J. de la Cruz Llopis

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2 papers indexed here

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Open access 2026

A Multi-Agent Reinforcement Learning Congestion Control Protocol for Wireless Networks

Multi-hop wireless ad-hoc networks (WANETs) are expected to expand significantly over the next years. The limited resources characterizing many WANET deployments, make necessary the efficient use of resources. One common practice to improve efficiency is congestion control. The highly dynamic settings and the need for...

Michail Vazaios, Luis J. de la Cruz Llopis, Juan Pablo Astudillo León et al. · 0 citations
Open access 2026

Deployment-Aware Multi-Objective Optimization of Machine Learning Models for Predictive Congestion Control in Multi-Hop Vehicular Networks

Results across heterogeneous urban scenarios show that the proposed framework improves vehicular communication performance in terms of packet delivery reliability and communication delay, while preserving competitive machine learning performance under deployment-oriented constraints.

Juan Pablo Astudillo León, Leticia Lemus Cárdenas, Luis J. de la Cruz Llopis et al. · 0 citations

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