Name: Marin Le Guillou
Type: User
Company: ONERA
Bio: PhD student in human/AI agent cooperation. Working at ONERA, the french aerospace lab. Engineer from Centrale Marseille specialized in AI.
Twitter: MarinLGU
Location: Salon de Provence
Blog: https://le-guillou.dev
Marin Le Guillou's Projects
Student-led replication of Alpha Go code. Education and details from DeepMind's publication in Nature (2016) : https://storage.googleapis.com/deepmind-media/alphago/AlphaGoNaturePaper.pdf
COCO API - Dataset @ http://cocodataset.org/
Deep Learning recurrent SRCNN model aimed at downscale Antarctic ice maps using Tensorflow. Work inspired by https://github.com/tjvandal/deepsd and https://github.com/tegg89/SRCNN-Tensorflow
A replica of the AlphaZero methodology for deep reinforcement learning in Python
Development of the Emile game
Code for "On the Utility of Learning about Humans for Human-AI Coordination"
Open Source Carpooling Platform
ICAROUS is a software architecture for the development of UAS applications
Code relative to a Deep-Learning paper coming on modelling ice-sheet response to climate change - Using TensorFlow
Web application where humans can play Overcooked with AI agents.
A benchmark environment for fully cooperative human-AI performance.
PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tuning, ad-hoc coordination, and more.
Example of plotting NetCDF data in python using Cartopy and NetCDF4 packages
PrettyNoemieCMS package for YunoHost