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Lebeau's Projects

marvin icon marvin

Uber's Multi-Agent Routing Value Iteration Network

mtfl-for-personalised-dnns icon mtfl-for-personalised-dnns

Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.

multi-agent-path-planning icon multi-agent-path-planning

Deep learning model powered by Graph Neural Networks and Reinforcement Learning for Multi-agent path planning at @Inria

multiagent-particle-envs icon multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

niid-bench icon niid-bench

Federated Learning on Non-IID Data Silos: An Experimental Study

pfl-non-iid icon pfl-non-iid

Personalized federated learning simulation platform with Non-IID and unbalanced dataset

rl-movie-recommender icon rl-movie-recommender

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed bandit.

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