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Installing OpenAI Gym in a Windows Environment

Installing OpenAI Gym in a Windows Environment

Reinforcement learning does not only requires a lot of knowledge about the subject to get started, it also requires a lot of tools to help you test your ideas. Since this process is quite lengthy and hard, OpenAI helped us with this. By creating something called the OpenAI Gym, they

Multi-armed bandit framework

Multi-armed bandit framework

To start solving the problem of exploration, we are going to introduce the Multi-armed bandits framework. But what exactly does this solve? Just think that you are executing a clinical trial with 4 pills. You know that the pills have a survival rate but you don't know what

An introduction to Reinforcement Learning (RL)

An introduction to Reinforcement Learning (RL)

So as we learned in the intro to Machine Learning, Reinforcement Learning is this technique where we have an agent who will take specific actions on an environment to try to reach an optimal state. But how can we illustrate this? Take a look at the following picture. We can

Connect to your Docker Daemon through the Windows Subsystem for Linux (WSL)

Connect to your Docker Daemon through the Windows Subsystem for Linux (WSL)

Do you have Windows installed and you love using the Linux Subsystem on it? (commonly known as WSL) Well let me tell you the steps to achieve this. Let's start by Install the docker client on your WSL, which you can do this easily through this command: # Install

An introduction to Machine Learning (ML)

An introduction to Machine Learning (ML)

Every few decennia there is a new cool kid around the block that makes an impact on the current world, an impact that is so big that we will have to adapt. Starting with the introduction of mainframe computing in 1950, the pc in 1975, the internet in 1980 and

My Key Take-aways from reading Satya Nadella’s Book “Hit Refresh”

My Key Take-aways from reading Satya Nadella’s Book “Hit Refresh”

I recently started at Microsoft, where I joined at the perfect moment. Microsoft has been transforming under the lead of our new CEO Satya Nadella. Who brought a new fresh breeze of air through the company, with as goal of “Hitting Refresh” and preparing us for the years to come.

Create a local kubernetes development cluster and scale it with the cloud

Create a local kubernetes development cluster and scale it with the cloud

So you want to create a Kubernetes cluster to start testing your docker deployment? But you would like to test this locally first? Well, then this post is for you. Here we will go in depth on how you can set up your local development environment, and then port it