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How we extended the River stats module with Rust using PyO3

Motivation River is a Python library for online machine learning. One of the main features of River is its support for data streams, which are continuous streams of data that are produced and consumed in real-time. This makes it well-suited for handling large volumes of data, as well as for handling data that is generated continuously. I started contributing to the project in February 2019, mainly…

Masking in Deep Reinforcement Learning

Introduction I worked on an environment where specific actions are not available at every timestep \(t\) when I started deep reinforcement learning. Let’s illustrate the concept of impossible or unavailable action concretely: Suppose you want to develop an agent to play Mario Kart. Next, assume that the agent has an empty inventory (no banana 🍌 or anything). The agent can’t execute…

About me

Hello world! I’m Adil Zouitine a boring guy who does boring things. I’m a PhD. Student in reinforcement learning at IRT Saint-Exupery and Isae-Supaéro supervised by Emmanuel Rachelson. I am currently working on model robustness to uncertainty in reinforcement learning. My university background is a mix of applied mathematics and computer science. In my spare time I enjoy contributing to open…

Library of Alexandria

This page is dedicated to resources and blogs that I find interesting. Blog Mehdi zouitine (My brother) Max Halford lil’blog Koaning.io Vpj Seita’s Place Jay Alammar Course Deep learning course by François Fleuret at EPFL