A Natural Solution Follow the Leader (FTL) Select the expert that performs best so far,specifically, p=arg min (p,L-1)=argmin L-1 pE△N iE[N] whereRN is the cumulative loss vector with. Pitfall:decision is actually a one-hot vector,which can be very unstable. Replacing the 'max'operation in FTL by 'softmax'. Advanced Optimization(Fall 2023) Lecture 6.Prediction with Expert Advice 10Advanced Optimization (Fall 2023) Lecture 6. Prediction with Expert Advice 10 A Natural Solution • Follow the Leader (FTL) Select the expert that performs best so far, specifically, Pitfall: decision is actually a one-hot vector, which can be very unstable. Replacing the ‘max’ operation in FTL by ‘softmax’