Reinforcement Learning for Intelligent Healthcare Systems: A Review of Challenges, Applications, and Open Research Issues

The rise of chronic disease patients and the pandemic pose immediate threats to healthcare expenditure and mortality rates. This calls for transforming healthcare systems away from one-on-one patient treatment into intelligent health systems, leveraging the recent advances of Internet of Things and smart sensors. Meanwhile, reinforcement...

On Designing Smart Agents for Service Provisioning in Blockchain-Powered Systems

Service provisioning systems assign users to service providers according to allocation criteria that strike an optimal trade-off between users' Quality of Experience (QoE) and the operation cost endured by providers. These systems have been leveraging Smart Contracts (SCs) to add trust and transparency to their criteria. However, deploying...

the re seal window: the re-seal window

Windows are important elements in a building. They protect the interior from the exterior environment regarding weather conditions, noise, security and so on. While they also, in contrast to walls and floors, connect the two, creating links and providing rooms with daylight, fresh air and views in and out of the building. The most governing...

Mapping ecological production and benefits from water consumed in agricultural and natural landscapes: A case study of the Pangani Basin

Scarcity of information on the water productivity of different water, land, and other ecosystems in Africa, hampers the optimal allocation of the limited water resources. This study presents an innovative method to quantify the spatial variability of biomass production, crop yield, and economic water productivity, in a data scarce landscape...