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Marin Le Guillou's Projects

alphago icon alphago

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

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

deepicesheetds2.5 icon deepicesheetds2.5

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

emile icon emile

Development of the Emile game

human_aware_rl icon human_aware_rl

Code for "On the Utility of Learning about Humans for Human-AI Coordination"

icare icon icare

Open Source Carpooling Platform

icarous icon icarous

ICAROUS is a software architecture for the development of UAS applications

icedlseq icon icedlseq

Code relative to a Deep-Learning paper coming on modelling ice-sheet response to climate change - Using TensorFlow

overcooked_ai icon overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

pantheonrl icon pantheonrl

PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tuning, ad-hoc coordination, and more.

plotcartopynetcdf icon plotcartopynetcdf

Example of plotting NetCDF data in python using Cartopy and NetCDF4 packages

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