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  • šŸ‘‹ Hi, Iā€™m @ArnaudGardille
  • šŸ‘€ Iā€™m interested in geopolitics, maths and machine learning
  • šŸŒ± Iā€™m currently learning deep learning for NLP and RL
  • šŸ’žļø Iā€™m looking to collaborate on the refondation of RL on a causal basis
  • šŸ“« How to reach me: arnaud dot gardille at gmail dot com

arnaudgardille's Projects

ai-comic-factory icon ai-comic-factory

Generate comic panels using a LLM + SDXL. Powered by Hugging Face šŸ¤—

azureml-examples icon azureml-examples

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

bertopic icon bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

carla-4-causality icon carla-4-causality

Carla simulator wrapped as a gym environment and usable by Stable Baselines

carrl icon carrl

Teaching a 2D car to drive using reinforcement learning

citris icon citris

Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects"

coltexpress icon coltexpress

A simple version of the game "Colt Express" implemented during my bachelor

debatellm icon debatellm

Benchmarking Multi-Agent Debate between Language Models for Truthfulness in Q&A.

decision-transformer icon decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

decision-transformer-jax icon decision-transformer-jax

Decision Transformer JAX - Reproduction of 'Decision Transformer: Reinforcement Learning via Sequence Modeling' in JAX and Haiku

deepfri icon deepfri

Deep functional residue identification

electricity icon electricity

Project of automated power grid management during my bachelor

epymarl icon epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support

flashbam icon flashbam

Startup project: contains my MVP, which consists of an iOS app, as well as my business canva and my business plan.

gpl icon gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

hierarchicalrl icon hierarchicalrl

An algorithm to play strategy games in a recursive way using reinforcement learning

highway-env icon highway-env

A minimalist environment for decision-making in autonomous driving

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