Sacha GunaratneAn Intuition into Reinforcement Learning using Tabular MethodsTabular reinforcement learning(RL) is useful in helping understand the different types of value-based RL methods. Value-based methods…Apr 23, 2023Apr 23, 2023
Sacha GunaratneHow I found the best used IPhone on KijijiImplementing a dashboard to track used IPhone prices over time and choose the best dealOct 25, 2022Oct 25, 2022
Sacha GunaratneinTowards Data ScienceLet’s Get to the Bottom of OptimizationBuilding a visualizer to play around with different optimization algorithms.Sep 4, 2022Sep 4, 2022
Sacha GunaratneinTowards Data ScienceWhy We Need Bias in Machine Learning AlgorithmsThere is a notion that bias is not the best thing because by definition it is a way that adds subjectivity to an objective viewpoint. In…Apr 17, 20202Apr 17, 20202
Sacha GunaratneinTowards Data ScienceTF-Agents TutorialAfter implementing the greedy action selection function for the third time in a few months for another custom environment in my…Nov 24, 20191Nov 24, 20191
Sacha GunaratneinTowards Data ScienceA Beginner’s Guide to Reinforcement Learning using Rock-Paper-Scissors and Tensorflow.jsTensorflow.js had just been released and I had just attended a lecture on its use cases in the browser. I had experience using Tensorflow…Oct 21, 20191Oct 21, 20191
Sacha GunaratneinSharpestMindsMy first virtual co-op with SharpestMinds!I’ve just finished a virtual co-op with SharpestMinds. It was a completely new kind of experience for me, and I thought it would be worth…Nov 12, 2017Nov 12, 2017
