Daniel Gutiérrez-Reina

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 44

Top Topics

Water Resources

Reinforcement Learning

Evolutionary Algorithm

Top Venues

Publications

Samuel Yanes Luis, Dmitriy Shutin, Juan Marchal Gómez, Daniel Gutiérrez-Reina, Sergio L. Toral Marín
Deep Reinforcement Multi-agent Learning framework for Information Gathering with Local Gaussian Processes for Water Monitoring. CoRR (2024)
Alejandro Mendoza Barrionuevo, Samuel Yanes Luis, Daniel Gutiérrez-Reina, Sergio L. Toral Marín
Informative Deep Reinforcement Path Planning for Heterogeneous Autonomous Surface Vehicles in Large Water Resources. IEEE Access 12 (2024)
Dame Seck Diop, Samuel Yanes Luis, Manuel Perales Esteve, Sergio L. Toral Marín, Daniel Gutiérrez-Reina
Decoupling Patrolling Tasks for Water Quality Monitoring: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Access 12 (2024)
Samuel Yanes Luis, Nicola Basilico, Michele Antonazzi, Daniel Gutiérrez-Reina, Sergio L. Toral Marín
Deep Variational Auto-Encoder for Model-Based Water Quality Patrolling with Intelligent Surface Vehicles. CAEPIA (2024)
Micaela Jara Ten Kathen, Federico Peralta Samaniego, Isabel Jurado Flores, Daniel Gutiérrez-Reina
AquaHet-PSO: An Informative Path Planner for a Fleet of Autonomous Surface Vehicles With Heterogeneous Sensing Capabilities Based on Multi-Objective PSO. IEEE Access 11 (2023)
Samuel Yanes Luis, Daniel Gutiérrez-Reina, Sergio L. Toral Marín
Censored deep reinforcement patrolling with information criterion for monitoring large water resources using Autonomous Surface Vehicles. Appl. Soft Comput. 132 (2023)
C. Dominguez, Evelia Franco Álvarez, Alejandro Tapia Córdoba, Daniel Gutiérrez-Reina
A comparative study of machine learning and deep learning algorithms for padel tennis shot classification. Soft Comput. 27 (17) (2023)
Samuel Yanes Luis, Federico Peralta, Alejandro Tapia Córdoba, Álvaro Rodríguez del Nozal, Sergio L. Toral Marín, Daniel Gutiérrez-Reina
An evolutionary multi-objective path planning of a fleet of ASVs for patrolling water resources. Eng. Appl. Artif. Intell. 112 (2022)
Samuel Yanes Luis, Daniel Gutiérrez-Reina, Sergio Toral
Maximum Information Coverage and Monitoring Path Planning with Unmanned Surface Vehicles Using Deep Reinforcement Learning. OLA (2022)
Micaela Carolina Jara Ten Kathen, Isabel Jurado Flores, Daniel Gutiérrez-Reina
A Comparison of PSO-Based Informative Path Planners for Autonomous Surface Vehicles for Water Resource Monitoring. ICMLT (2022)
Federico Peralta, Michael Pearce, Matthias Poloczek, Daniel Gutiérrez-Reina, Sergio Toral, Jürgen Branke
Multi-objective path planning for environmental monitoring using an autonomous surface vehicle. GECCO Companion (2022)
Samuel Yanes Luis, Daniel Gutiérrez-Reina, Sergio L. Toral Marín
Censored Deep Reinforcement Patrolling with Information Criterion for Monitoring Large Water Resources using Autonomous Surface Vehicles. CoRR (2022)
Teodoro Alamo, Pablo Millán, Daniel Gutiérrez-Reina, Victor M. Preciado, Giulia Giordano
Challenges and Future Directions in Pandemic Control. IEEE Control. Syst. Lett. 6 (2022)
Micaela Jara Ten Kathen, Princy Johnson, Isabel Jurado Flores, Daniel Gutiérrez-Reina
AquaFeL-PSO: A Monitoring System for Water Resources using Autonomous Surface Vehicles based on Multimodal PSO and Federated Learning. CoRR (2022)
Federico Peralta, Samuel Yanes Luis, Daniel Gutiérrez-Reina, Sergio Toral
Monitoring Water Resources through a Bayesian Optimization-based Approach using Multiple Surface Vehicles: The Ypacarai Lake Case Study. CEC (2021)
Samuel Yanes Luis, Daniel Gutiérrez-Reina, Sergio L. Toral Marín
A Dimensional Comparison between Evolutionary Algorithm and Deep Reinforcement Learning Methodologies for Autonomous Surface Vehicles with Water Quality Sensors. Sensors 21 (8) (2021)
Teodoro Alamo, Daniel Gutiérrez-Reina, Pablo Millán Gata, Victor M. Preciado, Giulia Giordano
Data-Driven Methods for Present and Future Pandemics: Monitoring, Modelling and Managing. CoRR (2021)
Teodoro Alamo, Daniel Gutiérrez-Reina, Pablo Millán Gata, Victor M. Preciado, Giulia Giordano
Data-driven methods for present and future pandemics: Monitoring, modelling and managing. Annu. Rev. Control. 52 (2021)
Micaela Jara Ten Kathen, Isabel Jurado Flores, Daniel Gutiérrez-Reina, Alejandro Tapia Córdoba
Autonomous Monitoring System for Water Resources based on PSO and Gaussian Process. CEC (2021)
Samuel Yanes Luis, Federico Peralta Samaniego, Daniel Gutiérrez-Reina, Sergio L. Toral Marín
A Sample-Efficiency Comparison Between Evolutionary Algorithms and Deep Reinforcement Learning for Path Planning in an Environmental Patrolling Mission. CEC (2021)
Samuel Yanes Luis, Daniel Gutiérrez-Reina, Sergio L. Toral Marín
A Multiagent Deep Reinforcement Learning Approach for Path Planning in Autonomous Surface Vehicles: The Ypacaraí Lake Patrolling Case. IEEE Access 9 (2021)
Federico Peralta Samaniego, Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Mario Arzamendia, Derlis Gregor
A Bayesian Optimization Approach for Water Resources Monitoring Through an Autonomous Surface Vehicle: The Ypacarai Lake Case Study. IEEE Access 9 (2021)
Alejandro Tapia Córdoba, Álvaro Rodríguez del Nozal, Daniel Gutiérrez-Reina, Pablo Millán Gata
A Genetic Algorithm To Optimize Penstocks For Micro-Hydro Power Plants. CEC (2021)
Samuel Yanes Luis, Daniel Gutiérrez-Reina, Sergio L. Toral Marín
A Deep Reinforcement Learning Approach for the Patrolling Problem of Water Resources Through Autonomous Surface Vehicles: The Ypacarai Lake Case. IEEE Access 8 (2020)
Federico Peralta, Mario Arzamendia, Derlis Gregor, Daniel Gutiérrez-Reina, Sergio Toral
A Comparison of Local Path Planning Techniques of Autonomous Surface Vehicles for Monitoring Applications: The Ypacarai Lake Case-study. Sensors 20 (5) (2020)
Nivedhitha Mahendran, P. M. Durai Raj Vincent, Kathiravan Srinivasan, Chuan-Yu Chang, Akhil Garg, Liang Gao, Daniel Gutiérrez-Reina
Sensor-Assisted Weighted Average Ensemble Model for Detecting Major Depressive Disorder. Sensors 19 (22) (2019)
Vishal Sharma, Ilsun You, Dushantha Nalin K. Jayakody, Daniel Gutiérrez-Reina, Kim-Kwang Raymond Choo
Neural-Blockchain-Based Ultrareliable Caching for Edge-Enabled UAV Networks. IEEE Trans. Ind. Informatics 15 (10) (2019)
Mario Arzamendia, Derlis Gregor, Daniel Gutiérrez-Reina, Sergio L. Toral Marín
An evolutionary approach to constrained path planning of an autonomous surface vehicle for maximizing the covered area of Ypacarai Lake. Soft Comput. 23 (5) (2019)
Mario Arzamendia, Daniel Gutiérrez-Reina, Sergio Toral, Derlis Gregor, Eleana Asimakopoulou, Nik Bessis
Intelligent Online Learning Strategy for an Autonomous Surface Vehicle in Lake Environments Using Evolutionary Computation. IEEE Intell. Transp. Syst. Mag. 11 (4) (2019)
Daniel Gutiérrez-Reina, Vishal Sharma, Ilsun You, Sergio L. Toral Marín
Dissimilarity Metric Based on Local Neighboring Information and Genetic Programming for Data Dissemination in Vehicular Ad Hoc Networks (VANETs). Sensors 18 (7) (2018)
Thar Baker, Jose M. García-Campos, Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Hissam Tawfik, Dhiya Al-Jumeily, Abir Hussain
GreeAODV: An Energy Efficient Routing Protocol for Vehicular Ad Hoc Networks. ICIC (3) (2018)
Radu-Ioan Ciobanu, Daniel Gutiérrez-Reina, Ciprian Dobre, Sergio L. Toral Marín
Context-adaptive forwarding in mobile opportunistic networks. Ann. des Télécommunications 73 (9-10) (2018)
Mario Arzamendia, Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Derlis Gregor, Hissam Tawfik
Evolutionary Computation for Solving Path Planning of an Autonomous Surface Vehicle Using Eulerian Graphs. CEC (2018)
Radu-Ioan Ciobanu, Ciprian Dobre, Daniel Gutiérrez-Reina, Sergio L. Toral Marín
A dynamic data routing solution for opportunistic networks. ConTEL (2017)
Jesús Sánchez-García, J. M. Garcia-Campos, Sergio L. Toral Marín, Daniel Gutiérrez-Reina, Federico Barrero
An Intelligent Strategy for Tactical Movements of UAVs in Disaster Scenarios. Int. J. Distributed Sens. Networks 12 (2016)
J. M. Garcia-Campos, Jesús Sánchez-García, Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Federico Barrero
An evaluation methodology for reliable simulation based studies of routing protocols in VANETs. Simul. Model. Pract. Theory 66 (2016)
Sergio L. Toral Marín, Ciprian Dobre, Bernabé Dorronsoro, Mesut Günes, Daniel Gutiérrez-Reina
Computational Intelligence in Wireless Sensor and Ad Hoc Networks. Int. J. Distributed Sens. Networks 12 (2016)
Mario Arzamendia, Derlis Gregor, Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Raúl Gregor
Evolutionary Path Planning of an Autonomous Surface Vehicle for Water Quality Monitoring. DeSE (2016)
Daniel Gutiérrez-Reina, Patricia Ruiz, Radu-Ioan Ciobanu, Sergio L. Toral Marín, Bernabé Dorronsoro, Ciprian Dobre
A Survey on the Application of Evolutionary Algorithms for Mobile Multihop Ad Hoc Network Optimization Problems. Int. J. Distributed Sens. Networks 12 (2) (2016)
Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Hissam Tawfik
UAVs Deployment in Disaster Scenarios Based on Global and Local Search Optimization Algorithms. DeSE (2016)
Jesús Sánchez-García, José M. García-Campos, Sergio L. Toral Marín, Daniel Gutiérrez-Reina, Federico Barrero
A Self Organising Aerial Ad Hoc Network Mobility Model for Disaster Scenarios. DeSE (2015)
Daniel Gutiérrez-Reina, Mohamed Askalani, Sergio L. Toral Marín, Federico Barrero, Eleana Asimakopoulou, Nik Bessis
A Survey on Multihop Ad Hoc Networks for Disaster Response Scenarios. Int. J. Distributed Sens. Networks 11 (2015)
Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Princy Johnson, Federico Barrero
A survey on probabilistic broadcast schemes for wireless ad hoc networks. Ad Hoc Networks 25 (2015)
José M. García-Campos, Jesús Sánchez-García, Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Federico Barrero
Evaluation of Dissimilarity-Based Probabilistic Broadcasting Algorithms in VANETs. DeSE (2015)
Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Eleana Asimakopoulou, Nik Bessis, Federico Barrero
A Dissemination Analysis in Mobile Wireless Ad Hoc Networks Using Probabilistic Broadcast. IMIS (2014)
Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Princy Johnson, Federico Barrero
An evolutionary computation approach for designing mobile ad hoc networks. Expert Syst. Appl. 39 (8) (2012)
Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Princy Johnson, Federico Barrero
Route duration improvement in wireless sensor and actuator networks based on mobility parameters and flooding control. EURASIP J. Wirel. Commun. Netw. 2012 (2012)