Ruben Solozabal

According to our database, Ruben Solozabal authored at least 23 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhance Hyperbolic Representation Learning via Second-order Pooling.

Kun Song, Ruben Solozabal, Li hao, Lu Ren, Moloud Abdar, Qing Li, Fakhri Karray, Martin Takác

CoRR, 2024

Reinforcement Learning for Solving Stochastic Vehicle Routing Problem with Time Windows.

Zangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takác

CoRR, 2024

Robustly Train Normalizing Flows via KL Divergence Regularization.

Kun Song, Ruben Solozabal, Hao Li, Martin Takác, Lu Ren, Fakhri Karray

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Reinforcement Learning Approach to Stochastic Vehicle Routing Problem With Correlated Demands.

Zangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takác

IEEE Access, 2023

Regularization of the Policy Updates for Stabilizing Mean Field Games.

Talal Algumaei, Ruben Solozabal, Réda Alami, Hakim Hacid, Mérouane Debbah, Martin Takác

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

On the Study of Curriculum Learning for Inferring Dispatching Policies on the Job Shop Scheduling.

Zangir Iklassov, Dmitrii Medvedev, Ruben Solozabal Ochoa de Retana, Martin Takác

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Reinforcement Learning for Solving Stochastic Vehicle Routing Problem.

Zangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takác

Proceedings of the Asian Conference on Machine Learning, 2023

2022

Learning to generalize Dispatching rules on the Job Shop Scheduling.

Zangir Iklassov, Dmitrii Medvedev, Ruben Solozabal, Martin Takác

CoRR, 2022

Learning to Control under Time-Varying Environment.

Yuzhen Han, Ruben Solozabal, Jing Dong, Xingyu Zhou, Martin Takác, Bin Gu

CoRR, 2022

2020

Virtual Network Function Placement Optimization With Deep Reinforcement Learning.

Ruben Solozabal, Josu Ceberio, Aitor Sanchoyerto, Luis Zabala, Bego Blanco, Fidel Liberal

IEEE J. Sel. Areas Commun., 2020

Constrained Combinatorial Optimization with Reinforcement Learning.

Ruben Solozabal, Josu Ceberio, Martin Takác

CoRR, 2020

Intelligent Orchestration of End-to-End Network Slices for the Allocation of Mission Critical Services over NFV Architectures.

Bego Blanco, Rubén Solozabal, Aitor Sanchoyerto, Javier López-Cuadrado, Elisa Jimeno, Miguel Catalan-Cid

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops, 2020

2019

Impact of Front-Haul Delays in Non-ideal Cloud Radio Access Networks.

Alberto Carreras Mesa, Isabel M. Delgado-Luque, Francisco Javier Martin-Vega, Mari Carmen Aguayo Torres, Gerardo Gómez, José Tomás Entrambasaguas Muñoz, Eneko Atxutegi, Ruben Solozabal, Bego Blanco, Jose Oscar Fajardo, Fidel Liberal

Wirel. Pers. Commun., 2019

A Cloud-Enabled Small Cell Architecture in 5G Networks for Broadcast/Multicast Services.

Michail-Alexandros Kourtis, Begoña Blanco, Jordi Pérez-Romero, Dimitris Makris, Michael J. McGrath, George Xilouris, Daniele Munaretto, Ruben Solozabal, Aitor Sanchoyerto, Ioannis Giannoulakis, Emmanouil Kafetzakis, Vincenzo Riccobene, Elisa Jimeno, Anastasios Kourtis, Ramon Ferrús, Fidel Liberal, Harilaos Koumaras, Alexandros Kostopoulos, Ioannis P. Chochliouros

IEEE Trans. Broadcast., 2019

Analysis of the Impact of the Evolution Toward 5G Architectures on Mission Critical Push-to-Talk Services.

Aitor Sanchoyerto, Ruben Solozabal, Bego Blanco, Fidel Liberal

IEEE Access, 2019

Orchestration of Mission-Critical Services over an NFV Architecture.

Aitor Sanchoyerto, Ruben Solozabal, Bego Blanco, Elisa Jimeno, Endika Aldecoa, Estrella Basurto, Fidel Liberal

Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Supporting Mission Critical Services through Radio Access Network Slicing.

Jordi Pérez-Romero, Irene Vilà, Oriol Sallent, Begoña Blanco, Aitor Sanchoyerto, Ruben Solozabal, Fidel Liberal

Proceedings of the 5th International Conference on Information and Communication Technologies for Disaster Management, 2019

Management of Mission Critical Public Safety Applications: the 5G ESSENCE Project.

Maria Rita Spada, Jordi Pérez-Romero, Aitor Sanchoyerto, Ruben Solozabal, Michail-Alexandros Kourtis, Vincenzo Riccobene

Proceedings of the European Conference on Networks and Communications, 2019

2018

Exploitation of Mobile Edge Computing in 5G Distributed Mission-Critical Push-to-Talk Service Deployment.

Ruben Solozabal, Aitor Sanchoyerto, Eneko Atxutegi, Bego Blanco, Jose Oscar Fajardo, Fidel Liberal

IEEE Access, 2018

Performance Analysis of a Network Sensor's Packet Processing System using Generalized Stochastic Petri Nets.

Luis Zabala, Armando Ferro, Ruben Solozabal, Bego Blanco

Proceedings of the 15th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, 2018

Model of a Virtual Firewall Based on Stochastic Petri Nets.

Luis Zabala, Ruben Solozabal, Armando Ferro, Bego Blanco

Proceedings of the 17th IEEE International Symposium on Network Computing and Applications, 2018

Providing Mission-Critical Services over 5G Radio Access Network.

Rubén Solozabal, Aitor Sanchoyerto, Miren Cava, Bego Blanco, Hicham Khalife, Mathieu Bouet, Damien Lavaux, Emmanouil Kafetzakis

Proceedings of the Artificial Intelligence Applications and Innovations, 2018

2017

Design of Virtual Infrastructure Manager with Novel VNF Placement Features for Edge Clouds in 5G.

Ruben Solozabal, Bego Blanco, Jose Oscar Fajardo, Ianire Taboada, Fidel Liberal, Elisa Jimeno, Javier Garcia Lloreda

Proceedings of the Engineering Applications of Neural Networks, 2017