In this section we will dive a little bit more into the technical considerations and the framework used to build http://www.sentcrypt.com/bitcoin/ 5 Implementing a sentiment analyser My main objective for the closing project of the CAS in Blockchain was to build something real and tangible combining two of my hobbies: Read more…
This is the second part of this series. We will focus here on the price of bitcoin itself and the nature of sentiment analysis. This is still very academic so feel free to jump to part 3 for insights in the development framework and code. If you want to have Read more…
I submitted this work as the final written assignment during my Blockchain course at the University of Zürich, hope you find it interesting! This first part is setting the ground of my work concerning Bitcoin. It is quite academic for the first 2 parts. If you want to have insights Read more…
As seen in our previous article, our agent is able to imitate an autopilot, at least a little bit. Driving around in auto pilot sure is fun, but what would be the next step to enhance our agent ? Let’s try to make him learn via Reinforcement learning this time. Read more…
What is Imitation learning So, our environment is ready and we have explored how we can interact with it. Let’s start by trying to develop an imitation learning agent. That being said let’s establish the ground work. Imitation learning is especially useful when it is easier for an actor to Read more…
Introduction Transportation has always been a corner stone of progress, whether to convey goods from the Orient to Europe or enable the population to efficiently commute between cities. Tremendous progress has been achieved in the last century, thanks to breakouts in industry we are now blessed with trains cruising at Read more…
In this article we will play with the problem of the mountain car. So first, what is Q Learning ? Q learning is a form of learning through an agent doing stuff in an environment without using a model, there are no parameters to train, features and so on. The Read more…
In this episode we review the changes I have made from the last version of the bot and we explore the data acquisition part. So first of all, in the last episode I was losing to early rushes of zerglings so I tried to produce a few adepts as a Read more…
Python Sc2 – Advanced bot Now, I had started to build my bot with the regular dentosal release, but it appears that this release is not working anymore with the latest starcraft versions. So I had to delete it and start over with the BurnySc2 that seems to be still Read more…
Python SC2 – Rule Based Bot Alright, So I was very excited about this small project. I have been playing starcraft for over 15 years and was always quite pationate about the game and still watch it from time time. Following the hype early 2019 concerning Alpha star : I Read more…