Machine Learning, AI, Reinforcement Learning, Optimization, Neural Networks.
density function for a Gaussian distribution is: Or equivalently, written in terms of the log-standard deviation: To obtain the log-probability, simply take the natural logarithm, where we’ve used the following mathematical identities to help simplify the expression: After all that work, computing