Abstract Recently, the rate of chronic diabetes disease has increased extensively. Diabetes increases blood sugar and other problems like blurred vision, kidney failure, nerve problems, stroke. Researchers for predicting have constructed various models. In this paper, gradient boosting classifier, AdaBoost decision tree extra trees classifier machine learning models been utilized identifying di...

Despite the wide applications of Adam in reinforcement learning (RL), theoretical convergence Adam-type RL algorithms has not been established. This paper provides first such analysis for two fundamental policy gradient (PG) and temporal difference (TD) that incorporate AMSGrad updates (a standard alternative analysis), referred to as PG-AMSGrad TD-AMSGrad, respectively. Moreover, our focuses o...