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Artificial Intelligence

Monitoring the Kubernetes Nginx Ingress Controller with Prometheus and Grafana

Monitoring the Kubernetes Nginx Ingress Controller with Prometheus and Grafana

In a previous article I explained how we can set-up an Nginx Kubernetes Ingress Controller, but how can we now monitor this? This is what I would like to tackle in this article, on how we are able to utilize Prometheus and Grafana to start visualizing what is happening on

Creating a Kubernetes Nginx Ingress Controller and create a rule to a sample application

Creating a Kubernetes Nginx Ingress Controller and create a rule to a sample application

Whenever you are creating an application that you want to expose to the outside world, it's always smart to control the flow towards the application behind it. That's why Kubernetes has something called Kubernetes Ingress. But what is it? Kubernetes Ingress Kubernetes Ingress allows you to

Setting up Stable Baselines with Python 3.7 and WSL 2

Setting up Stable Baselines with Python 3.7 and WSL 2

I've been playing around a bit with Stable Baselines lately for an upcoming project. However while playing, I encountered some issues seeing that Stable Baselines currently requires Tensorflow <= 1.14 which is only supported through Python < 3.8. Due those difficulties, I thought it would be

Autonomously Landing a Lunar Lander with an Xbox Controller Robotic Arm - Part 2

Autonomously Landing a Lunar Lander with an Xbox Controller Robotic Arm - Part 2

In Part 1 I explained you how you can create a Robot Arm that can be mounted on an Xbox controller. In OpenAI Lunar Lander I then continued to see how we are able to train a lunar lander environment to land a lunar lander all by itself with a

Training the Continuous Lunar Lander with Reinforcement Learning, RLLib and PPO

Training the Continuous Lunar Lander with Reinforcement Learning, RLLib and PPO

For an upcoming blog post, I would like to have a robotic arm to land a Lunar Lander autonomously. In Part 1 I explained how we can build such a robotic arm already, but now we need to be able to go deeper into how we are able to train

Autonomously Landing a Lunar Lander with an Xbox Controller Robotic Arm - Part 1

Autonomously Landing a Lunar Lander with an Xbox Controller Robotic Arm - Part 1

Creating an Xbox Robot Arm is something that I've been wanting to do ever since I saw the post by Kevin Drouglazet who was able to utilize an Xbox Controller with an arm he created and was so friendly to publish the design files for (I am definitely

Unity ML-Agents - An Introduction

Unity ML-Agents - An Introduction

Seeing the rising popularity of the ML-Agents framework and them having achieved Release 2 - congratulations! - I decided to start by running one of the examples and documenting it. Installing Unity First we have to install Unity, for that we simply can go to https://unity3d.com/get-unity/download