In a previous blog post I introduced the concept of creating a Digital Twin representation utilizing Dapr's Virtual Actors. Now, this was a theoretical post on how feasible this could be. Of course anything theoretical should also be put in practice, which is what I have been doing this weekend...
As stated before, "A Digital Twin is a virtual representation of a physical object". This virtual representation should strive towards being an exact copy of the physical object in both state and logic associated with it. Note: this is a continuation on my previous posts around Digital Twins and a...
The Bonsai Machine Teaching platform has been released! Promising an easy to use environment for end-to-end Reinforcement Learning projects, starting with simulator selection / integration to algorithm configuration and training. Of course I had to instantly try this out! Seeing that I "stalked" this team endlessly for over a year 😉 Let's...
After explaining the end-to-end concept of creating a Digital Twin Reinforcement Learning environment I wanted to go into a deeper explanation of how the first part of this can be done. This is something I have been working on for the last couple of months and decided to call "Roadwork...
One of the ideas I have been playing around with the last couple of months is the combination of Digital Twins and Reinforcement Learning. This is an experimental idea where I would love to hear your opinions about it (feel free to comment below, send me an email or reach...
Looking at the history in manufacturing, we saw that many manufacturing companies were deploying statistical models on-edge (e.g. based on parameters such as temperature, pressure and speed, do we send an alert or not), having the main impact on their production volume. If they can then squeeze out this...
In an earlier post, I went in more detail how you can utilize Dapr to create a Microservice that communicates over gRPC for quick Inter-Process Communication (IPC). Now I would like to take this a step further and create a real microservice that allows us to perform account management. Pre-Requisites...
Due to the current COVID crisis I had some time to start revamping my blog, focusing on achieving features that were not possible before. All while still keeping the costs to a minimum (or even free). Here I would like to explain how I achieved just this, with the focus...
For most businesses out there it are hard times due to the recent crisis, causing a lot of pressure on optimizing OPEX costs as much as possible. That's why I would love to help all of you out there with some quick tips and tricks on how you can keep...
