most citedA Framework for History-Aware Hyperparameter Optimisation in Reinforcement Learning

1 citations · 1 across the 1 of their papers we have counts for

collaborators

5 papers

cs.DC202441 cited

SAT-CEP-monitor: An air quality monitoring software architecture combining complex event processing with satellite remote sensing

Badr-Eddine Boudriki Semlali, Chaker El Amrani, Guadalupe Ortiz +2

Air pollution is a major problem today that causes serious damage to human health. Urban areas are the most affected by the degradation of air quality caused by anthropogenic gas e…

cs.SE202420 cited

Improving device-aware Web services and their mobile clients through an aspect-oriented, model-driven approach

Guadalupe Ortiz, Alfonso Garcia-de-Prado

Context: Mobile devices have become an essential element in our daily lives, even for connecting to the Internet. Consequently, Web services have become extremely important when of…

cs.SE202471 cited

A microservice architecture for real-time IoT data processing: A reusable Web of things approach for smart ports

Guadalupe Ortiz, Juan Boubeta-Puig, Javier Criado +4

Major advances in telecommunications and the Internet of Things have given rise to numerous smart city scenarios in which smart services are provided. What was once a dream for the…

cs.DC202470 cited

Atmosphere: Context and situational-aware collaborative IoT architecture for edge-fog-cloud computing

Guadalupe Ortiz, Meftah Zouai, Okba Kazar +2

The Internet of Things (IoT) has grown significantly in popularity, accompanied by increased capacity and lower cost of communications, and overwhelming development of technologies…

cs.LG20231 cited

A Framework for History-Aware Hyperparameter Optimisation in Reinforcement Learning

Juan Marcelo Parra-Ullauri, Chen Zhen, Antonio García-Domínguez +5

A Reinforcement Learning (RL) system depends on a set of initial conditions (hyperparameters) that affect the system's performance. However, defining a good choice of hyperparamete…