supervised learning – Artificial thoughts

Software

Comparison of a very simple regression in tensorflow and keras

26 January 2019 26 March 2019

In this short post we perform a comparative analysis of a very simple regression problem in tensorflow and keras. We start off with an eye-catching plot, representing the functioning of an optimizer using the stochastic gradient method. The plot is explained in more detail further below. A 3 rotatable …

Software

Game of Nim, Supervised Learning

1 January 2018 11 September 2020

There are entire theses devoted to reinforcement learning of the game of nim, in particular those of ERIK JÄRLEBERG (2011) and PAUL GRAHAM & WILLIAM LORD (2015). Those two were successful in training a reinforcement-based agent to play the game of nim with a high percentage of accurate moves. However, they used lookup tables …