Math for RL

Expectations, variance, sample mean, distributions, and law of large numbers — with RL motivation and practice.

Mean, variance, standard deviation, standard error, histograms, and correlation — with RL motivation and practice.

Vectors, dot product, matrices, matrix-vector product, and gradients — with RL motivation and practice.

Derivatives, chain rule, and partial derivatives — with RL motivation and practice.