Personal information

Websites & social links

LinkedIn

Keywords

Wireless Networks, Deep Reinforcement Learning, Flying Networks, Rate Adaptation, Link Adaptation

Countries

Portugal

Activities

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Education and qualifications (2)

Faculty of Engineering of University of Porto: Porto, Porto, PT

2021-02-11 to present | PhD (Electrical and Computer Engineering)
Education
Source: Self-asserted source
Ruben Queiros

Faculty of Engineering of University of Porto: Porto, Porto, PT

2015-09-01 to 2020-10-14 | MSc (Electrical and Computer Engineering)
Education
Source: Self-asserted source
Ruben Queiros

Professional activities (1)

Institute for Systems and Computer Engineering of Porto: Porto, PT

Research Assistant (CTM)
Service
Source: Self-asserted source
Ruben Queiros

Funding (1)

Self-Configurable Airborne Communications using Machine Learning for Cross-Layer Optimization

2023-01-01 to 2023-03-06 | Grant
Fundação para a Ciência e Tecnologia (Lisbon, PT)
URL: https://app.dimensions.ai/details/grant/grant.13261971
GRANT_NUMBER:

Provided by PTCRIS: 2022.10093.BD
Source: Self-asserted source
Ruben Queiros via DimensionsWizard

Works (7)

On the Analysis of Computational Delays in Reinforcement Learning-Based Rate Adaptation Algorithms

2024 | Book chapter
DOI: 10.1007/978-3-031-57523-5_23
Contributors: Ricardo Trancoso; João Pinto; Ruben Queiros; Helder Fontes; Rui Campos
Source: check_circle
Crossref

Rate Adaptation Aware Positioning for Flying Gateways Using Reinforcement Learning

2024 | Book chapter
DOI: 10.1007/978-3-031-57523-5_21
Contributors: Gabriella Pantaleão; Rúben Queirós; Hélder Fontes; Rui Campos
Source: check_circle
Crossref

RateRL: A Framework for Developing RL-Based Rate Adaptation Algorithms in ns-3

2024 | Book chapter
DOI: 10.1007/978-3-031-57523-5_22
Contributors: Ruben Queiros; Luís Ferreira; Helder Fontes; Rui Campos
Source: check_circle
Crossref

Trajectory-Aware Rate Adaptation for Flying Networks

2024 | Book chapter
DOI: 10.1007/978-3-031-57523-5_20
Contributors: Ruben Queiros; Jose Ruela; Helder Fontes; Rui Campos
Source: check_circle
Crossref

Trajectory-Aware Rate Adaptation for Aerial Networks Simulation Results

2023-06-30 | Dataset
DOI: 10.5281/ZENODO.8099173
Contributors: Ruben Queiros; Jose Ruela; Helder Fontes; Rui Campos
Source: Self-asserted source
Ruben Queiros

Wi-Fi Rate Adaptation using a Simple Deep Reinforcement Learning Approach

2022 IEEE Symposium on Computers and Communications (ISCC)
2022-06-30 | Conference paper
DOI: 10.1109/iscc55528.2022.9912784
Contributors: Ruben Queiros; Eduardo Nuno Almeida; Helder Fontes; Jose Ruela; Rui Campos
Source: Self-asserted source
Ruben Queiros

SMART - Self-adaptive Machine Learning Approach for Real-time Tuning of IEEE 802.11 PHY and MAC layers

2022-03-29 | Dataset
DOI: 10.5281/ZENODO.6394799
Contributors: Ruben Queiros; Eduardo Nuno Almeida; Helder Fontes; José Ruela; Rui Campos
Source: Self-asserted source
Ruben Queiros
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