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pro vyhledávání: '"Uz A"'
Autor:
Rakib, Md. Abdur, Ibrahim, Md., Badrudduza, A. S. M., Ansari, Imran Shafique, Zaman, Md. Shahid Uz, Yu, Heejung
With the advent of sixth-generation networks, reconfigurable intelligent surfaces (RISs) have revolutionized wireless communications through dynamic electromagnetic wave manipulation, thereby facilitating the adaptability and unparalleled control of
Externí odkaz:
http://arxiv.org/abs/2408.06288
Coordinating communication and control is a key component in the stability and performance of networked multi-agent systems. While single user networked control systems have gained a lot of attention within this domain, in this work, we address the m
Externí odkaz:
http://arxiv.org/abs/2407.06528
In this paper, we study the problem of robust cooperative multi-agent reinforcement learning (RL) where a large number of cooperative agents with distributed information aim to learn policies in the presence of \emph{stochastic} and \emph{non-stochas
Externí odkaz:
http://arxiv.org/abs/2406.13992
TripAdvisor reviews and comparable data sources play an important role in many tasks in Natural Language Processing (NLP), providing a data basis for the identification and classification of subjective judgments, such as hotel or restaurant reviews,
Externí odkaz:
http://arxiv.org/abs/2405.12055
Autor:
Al-Subaiey, Abdulla, Al-Thani, Mohammed, Alam, Naser Abdullah, Antora, Kaniz Fatema, Khandakar, Amith, Zaman, SM Ashfaq Uz
Phishing emails continue to pose a significant threat, causing financial losses and security breaches. This study addresses limitations in existing research, such as reliance on proprietary datasets and lack of real-world application, by proposing a
Externí odkaz:
http://arxiv.org/abs/2405.11619
Autor:
Kesgin, H. Toprak, Yuce, M. Kaan, Dogan, Eren, Uzun, M. Egemen, Uz, Atahan, Seyrek, H. Emre, Zeer, Ahmed, Amasyali, M. Fatih
The number of open source language models that can produce Turkish is increasing day by day, as in other languages. In order to create the basic versions of such models, the training of multilingual models is usually continued with Turkish corpora. T
Externí odkaz:
http://arxiv.org/abs/2404.17336
Autor:
Dogan, Eren, Uzun, M. Egemen, Uz, Atahan, Seyrek, H. Emre, Zeer, Ahmed, Sevi, Ezgi, Kesgin, H. Toprak, Yuce, M. Kaan, Amasyali, M. Fatih
The developments that language models have provided in fulfilling almost all kinds of tasks have attracted the attention of not only researchers but also the society and have enabled them to become products. There are commercially successful language
Externí odkaz:
http://arxiv.org/abs/2404.17010
We consider the problem of task offloading in multi-access edge computing (MEC) systems constituting $N$ devices assisted by an edge server (ES), where the devices can split task execution between a local processor and the ES. Since the local task ex
Externí odkaz:
http://arxiv.org/abs/2404.02898
In this paper, we investigate the impact of introducing relative entropy regularization on the Nash Equilibria (NE) of General-Sum $N$-agent games, revealing the fact that the NE of such games conform to linear Gaussian policies. Moreover, it delinea
Externí odkaz:
http://arxiv.org/abs/2404.00045
We address in this paper Reinforcement Learning (RL) among agents that are grouped into teams such that there is cooperation within each team but general-sum (non-zero sum) competition across different teams. To develop an RL method that provably ach
Externí odkaz:
http://arxiv.org/abs/2403.11345