Extended Reality (XR) Codec Adaptation in 5G using Multi-Agent Reinforcement Learning with Attention Action Selection

PE Iturria-Rivera, R Gaigalas, M Elsayed… - arXiv preprint arXiv …, 2024 - arxiv.org
learning algorithms due to their adaptability. This paper presents a MultiAgent Reinforcement
Learning (… , the parameters of mixing network, agent networks, and hypernetwork. Set the …

On Deep Reinforcement Learning for Traffic Steering Intelligent ORAN

F Kavehmadavani, VD Nguyen, TX Vu… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
… This study incorporates mixed-numerology multiplexing in the frequency domain and …
multi-agent system where each agent per slice interacts with the environment. Each agent receives …

“It Is Like Mathematics”! How to Influence the Universe with a Khatim (Islamic Seal)

M Marlow - Anthropos, 2015 - nomos-elibrary.de
… of numerology, the personalization of the khatim, the use of possible metaphysical agents, to
… Especially while living in Europe, their scholarly efforts encompass learning from available …

Empowering Traffic Steering in 6G Open RAN with Deep Reinforcement Learning

F Kavehmadavani, VD Nguyen, TX Vu… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
… heterogeneous traffic with mixed numerology-based frame constructions. To mitigate inter-…
Unlike a single-agent D2QN related to the learning process of only one single agent, our …

[图书][B] Easy as Pi: The Countless Ways We Use Numbers Every Day

J Buchan - 2010 - books.google.com
… the average capacity of cement-mixing trucks—about 9 cubic … This numerological theory
claims that the number 23 recurs … conspiracy story, and numerology, including the significance of …

Artificial intelligence in beyond 5G and 6G reliable communications

A Nauman, TN Nguyen, YA Qadri… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
… researchers to benefit from machine learning (ML) in wireless … In this study, we present a
reinforcement learning (RL)-… promotes the use of mixed numerology with short guard bands. …

[图书][B] The Astrological and Numerological Keys to The Secret Doctrine, Volume 2

B Balsys - 2021 - books.google.com
… The number 7 x 7 of the phrase 'Learn what we' refers to learning what all the septenaries
in Nature signify, and inevitably in the solar system and local cosmos. The Teachers also …

[图书][B] The Power of Birthdays, Stars & Numbers: The Complete Personology Reference Guide

S Crawford, G Sullivan - 1998 - books.google.com
… Our special thanks go to our editor, Ginny Faber, our agent, Julie … Astrology and numerology
are ways to interpret these influ… It is our hope that each of you will want to learn more and …

Interference management in 5G and beyond networks: A comprehensive survey

N Trabelsi, LC Fourati, CS Chen - Computer Networks, 2023 - Elsevier
numerology specifies SCS, CP, and the number (or duration) of slots. As shown in Table 2,
the 5G numerology is … In the non-overlapping mixed numerology system, the multiplexing of …

A survey on how network simulators serve reinforcement learning in wireless networks

S Ergun, I Sammour, G Chalhoub - Computer Networks, 2023 - Elsevier
… it comes to mixing network simulators, reinforcement learning, … aim of supervised learning is
for the learning agent to learn a … learning requires no labeled data, and the agent attempts to …