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Found 5 papers, 3 papers with code
Optimizing the Design of an Artificial Pancreas to Improve Diabetes Management
The goal of the treatment is to keep blood glucose at the center of an acceptable range, as measured through a continuous glucose meter.
Discovering Effective Policies for Land-Use Planning with Neuroevolution
How areas of land are allocated for different uses, such as forests, urban areas, and agriculture, has a large effect on the terrestrial carbon balance, and therefore climate change.
From Prediction to Prescription: Evolutionary Optimization of Non-Pharmaceutical Interventions in the COVID-19 Pandemic
Several models have been developed to predict how the COVID-19 pandemic spreads, and how it could be contained with non-pharmaceutical interventions (NPIs) such as social distancing restrictions and school and business closures.
Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription
Using this data, it is possible to learn a surrogate model, and with that model, evolve a decision strategy that optimizes the outcomes.
Evolving Deep Neural Networks
The success of deep learning depends on finding an architecture to fit the task.
