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Skip to Search Results- 2Supervised learning
- 1Actor-critic
- 1Diabetes
- 1Insulin dosage adjustment
- 1Machine learning
- 1Policy gradient
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Fall 2010
Performance and stability of many iterative algorithms such as stochastic gradient descent largely depend on a fixed and scalar step-size parameter. Use of a fixed and scalar step-size value may lead to limited performance in many problems. We study several existing step-size adaptation...
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Spring 2014
Each patient with Type-1 diabetes must decide how much insulin to inject before each meal to maintain an acceptable level of blood glucose. The actual injection dose is based on a formula that takes current blood glucose level and the meal size into consideration. While following this insulin...