step -building least squares agent for frozen lake the least squares methodalso known as linear regressionis means of regression analysis used widely in the fields of mathematics and data science in machine learningit' often used to find the optimal linear model of two parameters or datasets in step you built neural network to compute -values instead of neural networkin this step you will use ridge regressiona variant of least squaresto compute this vector of -values the hope is that with model as uncomplicated as least squaressolving the game will require fewer training episodes start by duplicating the script from step cp bot_ _q_table py bot_ _ls py