thibaud frere
robotic course
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---
title: "Robot Learning: A Tutorial"
subtitle: "From Classical Robotics to Foundation Models"
description: "A comprehensive guide to modern robot learning techniques"
date: "2025-09-17"
authors:
- name: "Francesco Capuano"
affiliations: [1, 2]
- name: "Adil Zouitine"
affiliations: [2]
- name: "Pepijn Kooijmans"
affiliations: [2]
- name: "Thomas Wolf"
affiliations: [2]
- name: "Michel Aractingi"
affiliations: [2]
affiliations:
- name: "École Normale Supérieure Paris-Saclay"
url: "https://ens-paris-saclay.fr"
- name: "Hugging Face"
url: "https://huggingface.co"
tags:
- robotics
- machine-learning
- tutorial
bibliography: bibliography.bib
converted_from: "LaTeX"
---
import Abstract from "./chapters/00_abstract.mdx";
import Chapter01Introduction from "./chapters/01_introduction.mdx";
import Chapter02ClassicRobotics from "./chapters/02_classic_robotics.mdx";
import Chapter03ReinforcementLearning from "./chapters/03_reinforcement_learning.mdx";
import Chapter04ImitationLearning from "./chapters/04_imitation_learning.mdx";
import Chapter06NextDirections from "./chapters/06_next_directions.mdx";
import Chapter07Conclusions from "./chapters/07_conclusions.mdx";
import AForeword from "./chapters/A_foreword.mdx";
<Abstract />
<Chapter01Introduction />
<Chapter02ClassicRobotics />
<Chapter03ReinforcementLearning />
<Chapter04ImitationLearning />
<Chapter06NextDirections />
<Chapter07Conclusions />
<AForeword />