Okafor Victor - OpenGenus IQ: Learn Algorithms, DL, System Design

Q-learning Function: An Introduction

In this article, we will be covering the Q-function, which is a value based learning algorithm in reinforcement learning.

Machine Learning (ML)

Bellman's Optimality Equation

In this article, we will be walking through the concept behind Bellman's Optimality equation, and how it is used in the case of Reinforcement Learning.

Machine Learning (ML)

Augmented Random Search (ARS)

Augmented random search (ARS)is a model-free reinforcement learning, and a modified basic random search (BRS) algorithm, the algorithm was first published in 2018 by the trio - Horia Mania, Aurelia Guy, and Benjamin Recht from the University of California, Berkeley.