Publicaciones en colaboración con investigadores/as de Universidad del País Vasco/Euskal Herriko Unibertsitatea (40)

2024

  1. Simion Zoo: A training workbench for reinforcement learning allowing distributed experimentation

    Neurocomputing, Vol. 568

2023

  1. Integrating privacy debt and VSE's software developments

    Journal of Software: Evolution and Process, Vol. 35, Núm. 8

2022

  1. Actor-critic continuous state reinforcement learning for wind-turbine control robust optimization

    Information Sciences, Vol. 591, pp. 365-380

2021

  1. Web-Scraping Teknikan Oinarritutako Azpiegitura Informatikoak: xerka Online eta Minerva aplikazioak

    Ekaia: Euskal Herriko Unibertsitateko zientzi eta teknologi aldizkaria, Núm. 39, pp. 327-336

2020

  1. Managing security debt across PLC phases in a VSE context

    Journal of Software: Evolution and Process

2019

  1. A mapping study about the standard ISO/IEC29110

    Computer Standards and Interfaces, Vol. 65, pp. 159-166

  2. Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2018

  1. Experiments of conditioned reinforcement learning in continuous space control tasks

    Neurocomputing, Vol. 271, pp. 38-47

  2. Future of the discrete element method in the modelling of grinding wheels

    Engineering Computations (Swansea, Wales), Vol. 35, Núm. 6, pp. 2255-2271

2017

  1. Parametric study of low-profile vortex generators

    International Journal of Hydrogen Energy, Vol. 42, Núm. 28, pp. 17700-17712

  2. Variable speed wind turbine controller adaptation by reinforcement learning

    Integrated Computer-Aided Engineering, Vol. 24, Núm. 1, pp. 27-39

2015

  1. A L-MCRS dynamics approximation by ELM for Reinforcement Learning

    Neurocomputing, Vol. 150, Núm. Part A, pp. 116-123

  2. Learning multirobot hose transportation and deployment by distributed round-robin Q-learning

    PLoS ONE, Vol. 10, Núm. 7

  3. Multi-agent reinforcement learning for control systems: Challenges and proposals

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Reinforcement Learning endowed with safe veto policies to learn the control of Linked-Multicomponent Robotic Systems

    Information Sciences, Vol. 317, pp. 25-47

  5. Training Multiagent Systems by Q-Learning: Approaches and Empirical Results

    Computational Intelligence, Vol. 31, Núm. 3, pp. 498-512

2014

  1. Effect of initial conditioning of reinforcement learning agents on feedback control tasks over continuous state and action spaces

    Advances in Intelligent Systems and Computing

  2. Empirical study of the sensitivity of CACLA to sub-optimal parameter setting in learning feedback controllers

    Advances in Intelligent Systems and Computing

  3. Recipe tuning by reinforcement learning in the SandS ecosystem

    2014 6th International Conference on Computational Aspects of Social Networks, CASoN 2014

  4. Reinforcement learning of ball screw feed drive controllers

    Engineering Applications of Artificial Intelligence, Vol. 30, pp. 107-117