Muhammad Waqas Nawaz
Research title: AI for resource allocation in Open-Radio Access Network
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Research title: AI for resource allocation in Open-Radio Access Network
Nawaz, Muhammad Waqas, Alam, Muhammad Mehtab, Swash, Rafiq, Abbasi, Qammer H. ORCID: https://orcid.org/0000-0002-7097-9969, Imran, Muhammad Ali
ORCID: https://orcid.org/0000-0003-4743-9136 and Popoola, Olaoluwa
ORCID: https://orcid.org/0000-0002-4566-3567
(2026)
Enhancing intelligence in multi-agent systems with edge-assisted causal knowledge aggregation.
npj Wireless Technology, 2,
3.
(doi: 10.1038/s44459-025-00006-x)
Alshalwi, Faleh, Nawaz, Muhammad Waqas, Kaushik, Aryan, Mohjazi, Lina ORCID: https://orcid.org/0000-0002-4866-1997, Popoola, Olaoluwa
ORCID: https://orcid.org/0000-0002-4566-3567 and Imran, Muhammad Ali
ORCID: https://orcid.org/0000-0003-4743-9136
(2025)
Toward Intelligent Bandwidth Prioritization in Distributed 6G ISAC:
An Agentic AI Perspective.
In: IEEE Conference on Standards for Communications and Networking (CSCN 2025), Bologna, Italy, 15-17 September 2025,
(Accepted for Publication)
Nawaz, Muhammad Waqas, Alam, Muhammad Mehtab, Swash, Rafiq, Abbasi, Qammer H. ORCID: https://orcid.org/0000-0002-7097-9969, Imran, Muhammad Ali
ORCID: https://orcid.org/0000-0003-4743-9136 and Popoola, Olaoluwa
ORCID: https://orcid.org/0000-0002-4566-3567
(2026)
Enhancing intelligence in multi-agent systems with edge-assisted causal knowledge aggregation.
npj Wireless Technology, 2,
3.
(doi: 10.1038/s44459-025-00006-x)
Alshalwi, Faleh, Nawaz, Muhammad Waqas, Kaushik, Aryan, Mohjazi, Lina ORCID: https://orcid.org/0000-0002-4866-1997, Popoola, Olaoluwa
ORCID: https://orcid.org/0000-0002-4566-3567 and Imran, Muhammad Ali
ORCID: https://orcid.org/0000-0003-4743-9136
(2025)
Toward Intelligent Bandwidth Prioritization in Distributed 6G ISAC:
An Agentic AI Perspective.
In: IEEE Conference on Standards for Communications and Networking (CSCN 2025), Bologna, Italy, 15-17 September 2025,
(Accepted for Publication)