López Guede, Jose Manuel Irakaskuntza eta Ikerkuntzako Pertsonala Telephones Saila: Sistemen Ingeniaritza eta Automatika Irakasle agregatua Ingeniaritza Eskola Nieves Cano nº12-01.006 Vitoria-Gasteiz 94501 4084 Electronic mail jm.lopez@ehu.es Formakuntza Akademikoa Irakaskuntza: Graduko eta Graduondoko ikasketak Ikerketa Argitalpenak Formakuntza Akademikoa Ingeniero Informático Dr. en Ingeniería Informática Irakaskuntza: Graduko eta Graduondoko ikasketak *Grado en Ingeniería Electrónica Industrial y Automática: -Ampliación de Informática Industrial *Grado en Ingeniería Informática de Gestión y Sistemas de Información: -Arquitectura de Computadores -Sistemas Web -Ampliación de Informática Industrial Ikerketa Inteligencia artificial. Robótica. Control. Modelado. Sistemas energéticos. Industria 4.0 1. Entre 2015 y 2018, participación en el proyecto Erasmus+ "Innovative European Studies On Renewable Energy Systems" (2015-1-TR01-KA203-021342). Founding: 207.788,00 €. 2. Entre 2012 y 2015, participación en el proyecto europeo "SOCIAL&SMART - Social housekeeping through intercommunicating appliances and shared recipes merged in a pervasive web-services infrastructure". Convocatorial: FP7-ICT Seventh Framework Programme - Future Internet Research and Experimentation (FIRE) (a),(d). Founding: 2.020.765 €. 3. Varios proyectos nacionales 4. Varios proyectos regionales Argitalpenak 1. 2016, Jose Manuel Lopez-Guede, Jose Antonio Ramos-Hernanz, Ekaitz Zulueta, Unai FernadezGamiz, Fernando Oterino, "Systematic modeling of photovoltaic modules based on artificial neural networks", International Journal of Hydrogen Energy, In press, doi:10.1016/j.ijhydene.2016.04.175 2. 2016, Julian Estevez, Jose Manuel Lopez-Guede and Manuel Graña, "Particle Swarm Optimization Quadrotor Control for Cooperative Aerial Transportation of Deformable Linear Objects", Cybernetics and Systems: An International Journal, ISSN: 0196-9722, In press, DOI: 10.1080/01969722.2016.1128759 3. 2015, Jose Manuel Lopez-Guede, Aitor Moreno-Fernandez-de-Leceta, Alexeiw Martinez-Garcia, Manuel Graña, "Lynx: Automatic elderly behavior prediction in home telecare", BioMed Research International, 317, 25-47, ISSN: 2314-6133 4. 2015, Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta, "Training Multi-Agent Systems by Q-Learning: Approaches and Empirical Results", Computational Intelligence, ISSN: 0824-7935, On line first. DOI: 10.1111/coin.12035 5. 2015, Borja Fernández-Gauna, Manuel Graña, José Manuel López-Guede, Ismael Etxeberria Agiriano, Igor Ansoategui, "Reinforcement Learning endowed with safe veto policies to learn the control of Linked-Multicomponent Robotic Systems", Information Sciences, 317: 25-47 (2015) 6. 2015, Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Jose Antonio Ramos-Hernanz, "A LMCRS dynamics approximation by ELM for Reinforcement Learning", Neurocomputing 150 (2015), 116–123 7. 2015, Julián Estévez, José Manuel López-Guede, Manuel Graña, "Quasi-stationary state transportation of a hose with quadrotors. Robotics and Autonomous Systems", 63: 187-194 (2015) 8. 2013, Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, "State-Action Value Function Modeled by ELM in Reinforcement Learning for Hose Control Problems", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, ISSN: 0218-4885, DOI: 10.1142/S0218488513400199 9. 2013, Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña, "Transfer learning with Partially Constrained Models: Application to reinforcement learning of linked multicomponent robot system control", Robotics and Autonomous Systems. ISSN: 0921-8890, Vol.: 61, N.: 7, pp. 694-703, 10.1016/j.robot.2012.07.020 10. 2012, Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta, "TRQLearning: Improving the Control of Single Robot Hose Transport", Cybernetics and Systems: An International Journal, ISSN: 0196-9722, Vol.: 43, N.: 4, pp: 261-275, http://dx.doi.org/10.1080/01969722.2012.678203