| --- |
| 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"; |
|
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|
|
| <Abstract /> |
|
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| <Chapter01Introduction /> |
|
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| <Chapter02ClassicRobotics /> |
|
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| <Chapter03ReinforcementLearning /> |
|
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| <Chapter04ImitationLearning /> |
|
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| <Chapter06NextDirections /> |
|
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| <Chapter07Conclusions /> |
|
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| <AForeword /> |
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|