2023-2024

Introduction to Machine Learning (M2 MSV)

• Slides (Supervised Learning)
• Slides annotés (Supervised Learning)
• Slides (Unsupervised Learning)
• Slides annotés (Unsupervised Learning)

Introduction to Reinforcement Learning (M2 DS)

• Polytechnique’s Moodle
• Lecture 0 - Introduction to Reinforcement Learning
• Lecture 01 - Sequential Decisions, MDP and Policies
• Lecture 02 - Operations Research: Prediction and Planning
• Lecture 03 - Reinforcement Learning: Prediction and Planning in the Tabular Setting
• Lecture 04 - Reinforcement Learning: Advanced techniques Setting
• Lecture 05 - Reinforcement Learning: Approximation
• Lecture 06 - Reinforcement Learning: Policy Approaches
• Lecture 07 - Reinforcement Learning: Extensions
• Liste d’articles suggérés

Foundations of Machine Learning (3A X)

• Polytechnique’s Moodle

Machine Learning 2 (1A DSB)

• Polytechnique’s Moodle