BORJA
FERNANDEZ GAUNA
PROFESORADO TITULAR DE UNIVERSIDAD
MANUEL MARIA
GRAÑA ROMAY
PROFESORADO CATEDRATICO/A DE UNIVERSIDAD
Publicaciones en las que colabora con MANUEL MARIA GRAÑA ROMAY (31)
2024
-
Simion Zoo: A training workbench for reinforcement learning allowing distributed experimentation
Neurocomputing, Vol. 568
2023
-
Automatic feedback and assessment of team‑coding assignments in a DevOps context
International Journal of Educational Technology in Higher Education, Núm. 20
2022
-
Actor-critic continuous state reinforcement learning for wind-turbine control robust optimization
Information Sciences, Vol. 591, pp. 365-380
2019
-
Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms
Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings
-
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
-
Experiments of conditioned reinforcement learning in continuous space control tasks
Neurocomputing, Vol. 271, pp. 38-47
2017
-
Variable speed wind turbine controller adaptation by reinforcement learning
Integrated Computer-Aided Engineering, Vol. 24, Núm. 1, pp. 27-39
2015
-
Learning multirobot hose transportation and deployment by distributed round-robin Q-learning
PLoS ONE, Vol. 10, Núm. 7
-
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)
-
Reinforcement Learning endowed with safe veto policies to learn the control of Linked-Multicomponent Robotic Systems
Information Sciences, Vol. 317, pp. 25-47
-
Training Multiagent Systems by Q-Learning: Approaches and Empirical Results
Computational Intelligence, Vol. 31, Núm. 3, pp. 498-512
2014
-
Effect of initial conditioning of reinforcement learning agents on feedback control tasks over continuous state and action spaces
Advances in Intelligent Systems and Computing
-
Empirical study of the sensitivity of CACLA to sub-optimal parameter setting in learning feedback controllers
Advances in Intelligent Systems and Computing
-
Recipe tuning by reinforcement learning in the SandS ecosystem
2014 6th International Conference on Computational Aspects of Social Networks, CASoN 2014
-
Reinforcement learning of ball screw feed drive controllers
Engineering Applications of Artificial Intelligence, Vol. 30, pp. 107-117
2013
-
An empirical study of actor-critic methods for feedback controllers of ball-screw drivers
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
-
State-action value function modeled by ELM in reinforcement learning for hose control problems
International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 21, Núm. SUPPL.2, pp. 99-116
-
Transfer learning with Partially Constrained Models: Application to reinforcement learning of linked multicomponent robot system control
Robotics and Autonomous Systems, Vol. 61, Núm. 7, pp. 694-703
-
Undesired state-action prediction in multi-agent reinforcement learning for linked multi-component robotic system control
Information Sciences, Vol. 232, pp. 309-324
-
Visual detection in linked multi-component robotic systems
Robotics: Concepts, Methodologies, Tools, and Applications (IGI Global), pp. 1516-1532