Erwan LE PENNEC

2026-2027

Tue, 01 Sep 2026 00:00:00 +0000

Foundations of Machine Learning (3A, École polytechnique)

Moodle d’IP Paris

Machine Learning 2 (M1 MScT Data Science and Artificial Intelligence for Business, X/HEC)

Moodle d’IP Paris

AI for Cybersecurity (M2 MScT Cybersecurity, École polytechnique)

Moodle d’IP Paris

2025-2026

Mon, 01 Sep 2025 00:00:00 +0000

Foundations of Machine Learning (3A, École polytechnique)

Moodle d’IP Paris

Machine Learning 2 (M1 MScT Data Science and Artificial Intelligence for Business, X/HEC)

Moodle d’IP Paris

AI for Cybersecurity (M2 MScT Cybersecurity, École polytechnique)

Moodle d’IP Paris

2024-2025

Sun, 01 Sep 2024 00:00:00 +0000

Introduction to Machine Learning (M2 MSV)

Introduction to Reinforcement Learning (M2 DS)

Foundations of Machine Learning (3A, École polytechnique)

Moodle de Polytechnique

Machine Learning 2 (1A DSB)

Moodle de Polytechnique

2023-2024

Fri, 01 Sep 2023 00:00:00 +0000

Introduction to Machine Learning (M2 MSV)

Introduction to Reinforcement Learning (M2 DS)

Foundations of Machine Learning (3A, École polytechnique)

Moodle de Polytechnique

Machine Learning 2 (1A DSB)

Moodle de Polytechnique

2022-2023

Thu, 01 Sep 2022 00:00:00 +0000

Introduction to Machine Learning (M2 MSV)

Moodle de Polytechnique (archivé)
Diapos
Diapos annotées

Introduction to Reinforcement Learning (M2 DS)

Foundations of Machine Learning (3A, École polytechnique)

Moodle de Polytechnique (archivé)

Machine Learning 2 (1A DSB)

Moodle de Polytechnique (archivé)

2021-2022

Wed, 01 Sep 2021 00:00:00 +0000

Introduction to Machine Learning (M2 MSV)

Introduction to Reinforcement Learning (M2 DS)

Moodle de Polytechnique (archivé)
Diapos (introduction)
Diapos (livre de Sutton)
Diapos annotées (introduction)
Diapos annotées (livre de Sutton)
Diapos annotées sur les méthodes fondées sur la politique
Livret de preuves
Liste d’articles possibles pour le rapport

Foundations of Machine Learning (3A, École polytechnique)

Moodle de Polytechnique (archivé)

Machine Learning 2 (1A DSB)

Moodle de Polytechnique (archivé)

2020-2021

Tue, 01 Sep 2020 00:00:00 +0000

Introduction to Machine Learning (M2 MSV)

Moodle de Polytechnique (archivé)

Introduction to Reinforcement Learning (M2 DS)

Moodle de Polytechnique (archivé)

Machine Learning 2 (3A, École polytechnique)

Moodle de Polytechnique (archivé)

Machine Learning 2 (1A DSB)

Moodle de Polytechnique (archivé)

Séminaire de modélisation statistique (ENSAE)

Diapos

2019-2020

Sun, 01 Sep 2019 00:00:00 +0000

Introduction to Machine Learning (M2 MSV)

Introduction to Reinforcement Learning (M2 DS)

Diapos tirées du livre de Sutton et Barto
Preuves
Liste d’articles
Moodle de Polytechnique (archivé)

Introduction to Statistics (Bachelor X)

Moodle de Polytechnique (archivé)

Machine Learning 2 (3A, École polytechnique)

Moodle de Polytechnique (archivé)

Nanterre

TP et diapos

2018-2019

Sat, 01 Sep 2018 00:00:00 +0000

Introduction to Reinforcement Learning (M2 DS)

Machine Learning 2 (3A, École polytechnique, M1 DSB)

Moodle de Polytechnique

Erwan LE PENNEC

2026-2027

Foundations of Machine Learning (3A, École polytechnique)

Machine Learning 2 (M1 MScT Data Science and Artificial Intelligence for Business, X/HEC)

AI for Cybersecurity (M2 MScT Cybersecurity, École polytechnique)

2025-2026

Foundations of Machine Learning (3A, École polytechnique)

Machine Learning 2 (M1 MScT Data Science and Artificial Intelligence for Business, X/HEC)

AI for Cybersecurity (M2 MScT Cybersecurity, École polytechnique)

2024-2025

Introduction to Machine Learning (M2 MSV)

Introduction to Reinforcement Learning (M2 DS)

Foundations of Machine Learning (3A, École polytechnique)

Machine Learning 2 (1A DSB)

2023-2024

Introduction to Machine Learning (M2 MSV)

Introduction to Reinforcement Learning (M2 DS)

Foundations of Machine Learning (3A, École polytechnique)

Machine Learning 2 (1A DSB)

2022-2023

Introduction to Machine Learning (M2 MSV)

Introduction to Reinforcement Learning (M2 DS)

Foundations of Machine Learning (3A, École polytechnique)

Machine Learning 2 (1A DSB)

2021-2022

Introduction to Machine Learning (M2 MSV)

Introduction to Reinforcement Learning (M2 DS)

Foundations of Machine Learning (3A, École polytechnique)

Machine Learning 2 (1A DSB)

2020-2021

Introduction to Machine Learning (M2 MSV)

Introduction to Reinforcement Learning (M2 DS)

Machine Learning 2 (3A, École polytechnique)

Machine Learning 2 (1A DSB)

Séminaire de modélisation statistique (ENSAE)

2019-2020

Introduction to Machine Learning (M2 MSV)

Introduction to Reinforcement Learning (M2 DS)

Introduction to Statistics (Bachelor X)

Machine Learning 2 (3A, École polytechnique)

Nanterre

2018-2019

Introduction to Reinforcement Learning (M2 DS)

Machine Learning 2 (3A, École polytechnique, M1 DSB)

MicroBig (Nanterre)

ATSI

ENSAE