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Journal Articles
- 2023
[j6]Zangir Iklassov
, Ikboljon Sobirov, Ruben Solozabal, Martin Takác:
Reinforcement Learning Approach to Stochastic Vehicle Routing Problem With Correlated Demands. IEEE Access 11: 87958-87969 (2023)- 2020
- [j5]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): 292-303 (2020) - 2019
- [j4]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: 115052-115061 (2019) - [j3]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): 414-424 (2019) - [j2]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): 2005-2022 (2019) - 2018
- [j1]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: 37665-37675 (2018)
Conference and Workshop Papers
- 2024
- [c12]Kun Song, Ruben Solozabal, Hao Li, Martin Takác, Lu Ren, Fakhri Karray:
Robustly Train Normalizing Flows via KL Divergence Regularization. AAAI 2024: 15047-15055 - 2023
- [c11]Zangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takác:
Reinforcement Learning for Solving Stochastic Vehicle Routing Problem. ACML 2023: 502-517 - [c10]Zangir Iklassov, Dmitrii Medvedev, Ruben Solozabal Ochoa de Retana, Martin Takác:
On the Study of Curriculum Learning for Inferring Dispatching Policies on the Job Shop Scheduling. IJCAI 2023: 5350-5358 - [c9]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: 361-372 - 2020
- [c8]Bego Blanco, Rubén Solozabal, Aitor Sanchoyerto, Javier López-Cuadrado, Elisa Jimeno, Miguel Catalan-Cid:
Intelligent Orchestration of End-to-End Network Slices for the Allocation of Mission Critical Services over NFV Architectures. AIAI (Workshops) 2020: 74-83 - 2019
- [c7]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: 155-160 - [c6]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: 1-8 - [c5]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: 70-77 - 2018
- [c4]Rubén Solozabal, Aitor Sanchoyerto, Miren Cava, Bego Blanco, Hicham Khalife, Mathieu Bouet, Damien Lavaux, Emmanouil Kafetzakis:
Providing Mission-Critical Services over 5G Radio Access Network. AIAI 2018: 520-530 - [c3]Luis Zabala, Ruben Solozabal, Armando Ferro, Bego Blanco:
Model of a Virtual Firewall Based on Stochastic Petri Nets. NCA 2018: 1-4 - [c2]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: 63-70 - 2017
- [c1]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: 669-679
Informal and Other Publications
- 2024
- [i7]Zangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takác:
Reinforcement Learning for Solving Stochastic Vehicle Routing Problem with Time Windows. CoRR abs/2402.09765 (2024) - [i6]Kun Song, Ruben Solozabal, Li hao, Lu Ren, Moloud Abdar, Qing Li, Fakhri Karray, Martin Takác:
Enhance Hyperbolic Representation Learning via Second-order Pooling. CoRR abs/2410.22026 (2024) - 2023
- [i5]Talal Algumaei, Ruben Solozabal, Réda Alami, Hakim Hacid, Mérouane Debbah, Martin Takác:
Regularization of the policy updates for stabilizing Mean Field Games. CoRR abs/2304.01547 (2023) - [i4]Zangir Iklassov, Ikboljon Sobirov, Ruben Solozabal, Martin Takác:
Reinforcement Learning for Solving Stochastic Vehicle Routing Problem. CoRR abs/2311.07708 (2023) - 2022
- [i3]Yuzhen Han, Ruben Solozabal, Jing Dong, Xingyu Zhou, Martin Takác, Bin Gu:
Learning to Control under Time-Varying Environment. CoRR abs/2206.02507 (2022) - [i2]Zangir Iklassov, Dmitrii Medvedev, Ruben Solozabal, Martin Takác:
Learning to generalize Dispatching rules on the Job Shop Scheduling. CoRR abs/2206.04423 (2022) - 2020
- [i1]Ruben Solozabal, Josu Ceberio, Martin Takác:
Constrained Combinatorial Optimization with Reinforcement Learning. CoRR abs/2006.11984 (2020)
Coauthor Index
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