Ruben Solozabal

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Combinatorial Optimization

Reinforcement Learning

Hybrid Metaheuristic

Top Venues

IEEE J. Sel. Areas Commun.

Publications

Kun Song, Ruben Solozabal, Hao Li, Martin Takác, Lu Ren, Fakhri Karray
Robustly Train Normalizing Flows via KL Divergence Regularization. AAAI (2024)
Zangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takác
Reinforcement Learning for Solving Stochastic Vehicle Routing Problem with Time Windows. CoRR (2024)
Zangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takác
Reinforcement Learning for Solving Stochastic Vehicle Routing Problem. ACML (2023)
Talal Algumaei, Ruben Solozabal, Réda Alami, Hakim Hacid, Mérouane Debbah, Martin Takác
Regularization of the policy updates for stabilizing Mean Field Games. CoRR (2023)
Zangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takác
Reinforcement Learning for Solving Stochastic Vehicle Routing Problem. CoRR (2023)
Talal Algumaei, Ruben Solozabal, Réda Alami, Hakim Hacid, Mérouane Debbah, Martin Takác
Regularization of the Policy Updates for Stabilizing Mean Field Games. PAKDD (2) (2023)
Zangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takác
Reinforcement Learning Approach to Stochastic Vehicle Routing Problem With Correlated Demands. IEEE Access 11 (2023)
Yuzhen Han, Ruben Solozabal, Jing Dong, Xingyu Zhou, Martin Takác, Bin Gu
Learning to Control under Time-Varying Environment. CoRR (2022)
Zangir Iklassov, Dmitrii Medvedev, Ruben Solozabal, Martin Takác
Learning to generalize Dispatching rules on the Job Shop Scheduling. CoRR (2022)
Ruben Solozabal, Josu Ceberio, Martin Takác
Constrained Combinatorial Optimization with Reinforcement Learning. CoRR (2020)
Ruben Solozabal, Josu Ceberio, Aitor Sanchoyerto, Luis Zabala, Bego Blanco, Fidel Liberal
Virtual Network Function Placement Optimization With Deep Reinforcement Learning. IEEE J. Sel. Areas Commun. 38 (2) (2020)
Maria Rita Spada, Jordi Pérez-Romero, Aitor Sanchoyerto, Ruben Solozabal, Michail-Alexandros Kourtis, Vincenzo Riccobene
Management of Mission Critical Public Safety Applications: the 5G ESSENCE Project. EuCNC (2019)
Jordi Pérez-Romero, Irene Vilà, Oriol Sallent, Begoña Blanco, Aitor Sanchoyerto, Ruben Solozabal, Fidel Liberal
Supporting Mission Critical Services through Radio Access Network Slicing. ICT-DM (2019)
Aitor Sanchoyerto, Ruben Solozabal, Bego Blanco, Fidel Liberal
Analysis of the Impact of the Evolution Toward 5G Architectures on Mission Critical Push-to-Talk Services. IEEE Access 7 (2019)
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
A Cloud-Enabled Small Cell Architecture in 5G Networks for Broadcast/Multicast Services. IEEE Trans. Broadcast. 65 (2) (2019)
Aitor Sanchoyerto, Ruben Solozabal, Bego Blanco, Elisa Jimeno, Endika Aldecoa, Estrella Basurto, Fidel Liberal
Orchestration of Mission-Critical Services over an NFV Architecture. AIAI (Workshops) (2019)
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
Impact of Front-Haul Delays in Non-ideal Cloud Radio Access Networks. Wirel. Pers. Commun. 106 (4) (2019)
Ruben Solozabal, Aitor Sanchoyerto, Eneko Atxutegi, Bego Blanco, Jose Oscar Fajardo, Fidel Liberal
Exploitation of Mobile Edge Computing in 5G Distributed Mission-Critical Push-to-Talk Service Deployment. IEEE Access 6 (2018)
Luis Zabala, Armando Ferro, Ruben Solozabal, Bego Blanco
Performance Analysis of a Network Sensor's Packet Processing System using Generalized Stochastic Petri Nets. PE-WASUN (2018)
Luis Zabala, Ruben Solozabal, Armando Ferro, Bego Blanco
Model of a Virtual Firewall Based on Stochastic Petri Nets. NCA (2018)
Ruben Solozabal, Bego Blanco, Jose Oscar Fajardo, Ianire Taboada, Fidel Liberal, Elisa Jimeno, Javier Garcia Lloreda
Design of Virtual Infrastructure Manager with Novel VNF Placement Features for Edge Clouds in 5G. EANN (2017)