> For the complete documentation index, see [llms.txt](https://panav.gitbook.io/robotics-handbook/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://panav.gitbook.io/robotics-handbook/readme.md).

# Welcome to the Ultimate Robotics Handbook

Explore the **world of robotics** with this comprehensive guide designed to **simplify learning** and accelerate your journey. From the **fundamentals of robotics engineering** to advanced topics like **robotics automation**, **AI integration**, and **control systems**, this handbook covers it all.

Discover key areas including:

* Step-by-step breakdowns of **robotics concepts**
* Real-world **applications in industry and research**
* A curated list of **top robotics companies hiring** professionals
* Insight into **career paths, job roles**, and in-demand **robotics skills**
* Details on **cutting-edge research**, funded projects, and **leading institutes** pioneering the future of robotics

Whether you're a student, enthusiast, or professional - this is your launchpad into the future of intelligent machines.

> **2026 refresh:** This handbook was overhauled in May 2026 to add **Robot Learning** (imitation, RL, foundation models, world models, sim-to-real), a full **SLAM & State Estimation** section, modern **ROS 2** coverage (with ROS 1 demoted to legacy), a refreshed companies/institutes list, and an **Author's Projects** section showcasing shipped work (Polka, GO-SLAM, BARN Challenge). See the [Author's Note](/robotics-handbook/readme/authors-note.md) for context.

### Jump right in

<table data-view="cards"><thead><tr><th></th><th></th><th data-type="content-ref"></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td>My Career in Robotics ?</td><td></td><td></td><td><a href="/files/4dHzTVI1IfFq59bLZPRS">/files/4dHzTVI1IfFq59bLZPRS</a></td><td></td><td><a href="/pages/7rHK8POgfyqHjs8oVGff">/pages/7rHK8POgfyqHjs8oVGff</a></td></tr><tr><td><strong>Hardware</strong></td><td>Learn the hardware and the intricacies involved</td><td></td><td><a href="/files/Xqx5oKQmeB8RX9COuqoJ">/files/Xqx5oKQmeB8RX9COuqoJ</a></td><td></td><td><a href="/pages/q8tx6NLlHjMJYNDn2eRT">/pages/q8tx6NLlHjMJYNDn2eRT</a></td></tr><tr><td><strong>Computer Aided Design and Simulations</strong></td><td>Explore the Software and Algorithms required</td><td></td><td><a href="/files/qvsSlddk2hxZbUXraD0L">/files/qvsSlddk2hxZbUXraD0L</a></td><td></td><td><a href="/pages/5nyozNtd9FFKTdhyqOS3">/pages/5nyozNtd9FFKTdhyqOS3</a></td></tr><tr><td><strong>Algorithms and Extended Concepts</strong></td><td></td><td></td><td><a href="/files/g24U9QiztWBrTG1BuSoh">/files/g24U9QiztWBrTG1BuSoh</a></td><td></td><td><a href="/pages/frgEsxZP8Tv1gZC7SXb9">/pages/frgEsxZP8Tv1gZC7SXb9</a></td></tr><tr><td>ROS 2</td><td></td><td></td><td><a href="/files/9DbtVLzA8lZRUXUicv2p">/files/9DbtVLzA8lZRUXUicv2p</a></td><td></td><td><a href="/pages/6srxwxMegb0yZtmiI7Lr">/pages/6srxwxMegb0yZtmiI7Lr</a></td></tr><tr><td>ROS Advanced &#x26; Legacy</td><td>ROS 1 (Noetic, EOL 2025) for maintaining older stacks</td><td></td><td><a href="/files/TEyAZVAdSyEnrSFQQT1d">/files/TEyAZVAdSyEnrSFQQT1d</a></td><td></td><td><a href="/pages/ehi8fucd1m9UiJ4a2p7w">/pages/ehi8fucd1m9UiJ4a2p7w</a></td></tr><tr><td>Robot Learning</td><td>Imitation, RL, foundation models, VLAs, sim-to-real</td><td></td><td><a href="/files/glhCpT1R3NLR8mHyHbnV">/files/glhCpT1R3NLR8mHyHbnV</a></td><td></td><td><a href="/pages/y3EBfxTiO0lHivFbCY7D">/pages/y3EBfxTiO0lHivFbCY7D</a></td></tr><tr><td>SLAM &#x26; State Estimation</td><td>Visual / LiDAR / learned SLAM, sensor fusion</td><td></td><td><a href="/files/qrRUEuguZokPqLwCvakf">/files/qrRUEuguZokPqLwCvakf</a></td><td></td><td><a href="/pages/pAhw5auVjuMZrC2iryWL">/pages/pAhw5auVjuMZrC2iryWL</a></td></tr><tr><td>Author's Projects</td><td>Polka, GO-SLAM, BARN Challenge</td><td></td><td><a href="/files/KppblOsgdEQH7i13NZP4">/files/KppblOsgdEQH7i13NZP4</a></td><td></td><td><a href="/pages/pJ9pRYvAzRKXeY02UCvN">/pages/pJ9pRYvAzRKXeY02UCvN</a></td></tr><tr><td>Featured: Intrinsic AI Challenge</td><td>Cable insertion - ACT/SmolVLA &#x26; the data wall</td><td></td><td><a href="/files/A4sNVgd5ZTrgoDOaWZPl">/files/A4sNVgd5ZTrgoDOaWZPl</a></td><td></td><td><a href="/pages/W0m3g4CSOHbSWY6ljf8m">/pages/W0m3g4CSOHbSWY6ljf8m</a></td></tr><tr><td>Embedded</td><td></td><td></td><td><a href="/files/DYLKu3FO9ExMTj6fikIB">/files/DYLKu3FO9ExMTj6fikIB</a></td><td></td><td><a href="/pages/Ys5GPxbu6GbZG1XbB0cw">/pages/Ys5GPxbu6GbZG1XbB0cw</a></td></tr><tr><td>ML and Perception</td><td></td><td></td><td><a href="/files/ZkwHUTnFhFNSHamcpOfM">/files/ZkwHUTnFhFNSHamcpOfM</a></td><td></td><td><a href="/pages/gOXlX4lLkwCA77MfY7uc">/pages/gOXlX4lLkwCA77MfY7uc</a></td></tr><tr><td>The Math of Robotics</td><td></td><td></td><td><a href="/files/nIcoJa9Pk1u18IlFQ33B">/files/nIcoJa9Pk1u18IlFQ33B</a></td><td></td><td><a href="/pages/ygu8Piijr0XwznNK18FF">/pages/ygu8Piijr0XwznNK18FF</a></td></tr><tr><td>Mathematical &#x26; Programming Foundations</td><td>Discrete math, optimization, numerical methods, algorithms</td><td></td><td><a href="/files/kQJQx8lRLDucjI1a3J50">/files/kQJQx8lRLDucjI1a3J50</a></td><td></td><td><a href="/pages/8uLtD0loq8DQOLFXqXJj">/pages/8uLtD0loq8DQOLFXqXJj</a></td></tr><tr><td>Mobile Robotics</td><td></td><td></td><td><a href="/files/fleZEkuIa9T8BB9zhpy2">/files/fleZEkuIa9T8BB9zhpy2</a></td><td></td><td><a href="/pages/NfSxEJeDtTGUMc4gLVwE">/pages/NfSxEJeDtTGUMc4gLVwE</a></td></tr><tr><td>Frontiers and Emerging Fields</td><td></td><td></td><td><a href="/files/wWNANggyFt1Tmb5O1Pu5">/files/wWNANggyFt1Tmb5O1Pu5</a></td><td></td><td><a href="/pages/IvpHRfnWOmhocTCsAheF">/pages/IvpHRfnWOmhocTCsAheF</a></td></tr><tr><td>Drones, Rockets and Aerial Robotics</td><td></td><td></td><td><a href="/files/TjFbVxSZnZ4cF2INuBhR">/files/TjFbVxSZnZ4cF2INuBhR</a></td><td></td><td><a href="/pages/oPSVUq0GMgfl50W8IIaj">/pages/oPSVUq0GMgfl50W8IIaj</a></td></tr><tr><td>Authors Note</td><td></td><td></td><td><a href="/files/l0SGsygkUpZYdxx9aWe1">/files/l0SGsygkUpZYdxx9aWe1</a><a href="/files/TE7yI4J7zC6mRG75vlH8">/files/TE7yI4J7zC6mRG75vlH8</a></td><td></td><td><a href="/pages/jUcAsYgdZ57L1xTyalxa">/pages/jUcAsYgdZ57L1xTyalxa</a></td></tr><tr><td>MH633 by Dr. Atul Thakur : A condensed Guide</td><td></td><td></td><td><a href="/files/N9upe8obIEzYfq8rznWn">/files/N9upe8obIEzYfq8rznWn</a></td><td></td><td><a href="/pages/CtstvPFBNQhfQtCzchCp">/pages/CtstvPFBNQhfQtCzchCp</a></td></tr><tr><td>Other Resources</td><td></td><td><a href="/pages/wPG32BlVxYtsdVYTch16">/pages/wPG32BlVxYtsdVYTch16</a></td><td><a href="/files/i9DqllVX77PcJH3fKZm4">/files/i9DqllVX77PcJH3fKZm4</a></td><td></td><td></td></tr></tbody></table>