Dig Deep

The quest to understand Artificial Intelligence

Understanding Proximal Policy Optimization Part 2

Diving deeper into Importance Sampling, Trust Region Policy Optimization and Clipped Surrogate Objective function

Posted by Abhijeet Biswas on April 4, 2021

Understanding Proximal Policy Optimization Part 1

Introduction to Policy Gradient Methods

Posted by Abhijeet Biswas on May 24, 2020

Introduction to Evolution Strategy

Training Neural Network without Back-propagation using Evolution Strategy

Posted by Abhijeet Biswas on April 24, 2020

Math Behind GBM and XGBoost

Demystifying the mathematics behind Gradient Boosting Machines

Posted by Abhijeet Biswas on April 4, 2020