News
I try to organise personal news by theme so it’s easier to walk through. Better organisation suggestions are always welcome (and might even be necessary) !
Papers and Publications
Papers from my PhD work - this is mostly around Algorithmic Game Theory (Nash Equilibrium Computatation) and MARL for the moment.
Multi-Adversarial Team Games
Multi-Adversarial Team Games model the team vs. independent adversary dynamic that is central to APE. They also generalise the class of Adversarial Team Games, classically considered in Game Theory. We model this first as a normal form game, where we show that equilibria in this game are poly-time approximable.
Code: MATG The algorithm is provided as a JAX-native, GPU-compatible implementation.
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Dec 2025 |
Our paper on Multi-Adversarial Team Games has been accepted to AAMAS 2026 ! See all of you in Cyprus this May ! |
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Feb 2025 Poster, WRL@Mannheim |
Presented a poster and attended the Workshop on Reinforcement Learning at Mannheim on our MATG work. |
Anti-Poaching Environment
This is the body of work we produced on modelling Anti-Poaching as a partially observable stochastic game. This is the first environment in this space with a theoretical model and a reference implementation.
Code: APE Implemented using PettingZoo and comes with some MARL algorithms written in Ray/RLlib.
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Nov 2024 |
I’ll be presenting our work at the 32nd (-ième?) Journées Francophones sur les Systèmes Multi-Agents at Cargèse, Corsica this year. Find me there between 5-9 November ! |
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Oct 2024 |
Presenting a poster at the 17th European Workshop on Reinforcement Learning, held at Toulouse this year! |
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June 2024 |
Presented the Anti-Poaching Game at ROADEF 2024, held in Amiens. |
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May 2024 |
Attended the Workshop on Learning in Games held at the IMT, Toulouse, and presented a poster. |
Teaching
In addition to my PhD work, I also teach at the University of Toulouse. This is usually a 12-hour primer on Deep Learning for the students of the MSE Master.
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Nov 2025 MSE@Toulouse Deep Learning |
Really enjoyed teaching the students of the MSE Master this year as well ! Merry Christmas, everyone :) |
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May 2025 |
Had the pleasure to animate an atelier on the Nash Equilibrium for schoolchildren this year (2025). Huge thanks to Les Maths En Scène and everyone for the opportunity, and also for guiding me throughout ! |
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Nov 2024 MSE@Toulouse Deep Learning |
I’ve had the pleasure to give a short introductory course on Deep Learning to the students of the MSE Master at the University of Toulouse III :) |