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Xavier Geerinck

Digital Twins - Utilizing Virtual Actors through Dapr

Digital Twins - Utilizing Virtual Actors through Dapr

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

Reinforcement Learning with the Bonsai Platform

Reinforcement Learning with the Bonsai Platform

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

Roadwork RL - A Multi-Language Reinforcement Learning Environment

Roadwork RL - A Multi-Language Reinforcement Learning Environment

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 "

A Multi-Language Reinforcement Learning Digital Twin Environment

A Multi-Language Reinforcement Learning Digital Twin Environment

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

Internet Of Things - Digital Twins Explained

Internet Of Things - Digital Twins Explained

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

Dapr - Creating a User Login/Register Microservice

Dapr - Creating a User Login/Register Microservice

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

Revamping my Blog with NextJS (2020)

Revamping my Blog with NextJS (2020)

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