# OnionBot: A System for Collaborative Computational Cooking

arXiv: https://arxiv.org/abs/2011.05039 · HTML: https://mlsanity.com/paper/2011.05039/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 10 Nov 2020.

## Built on by (most cited first, 1 of 1)

- [Real-World Cooking Robot System from Recipes Based on Food State Recognition Using Foundation Models and PDDL](https://mlsanity.com/paper/2410.02874/) (2024)

## Abstract (arXiv)

An unsolved challenge in cooking automation is designing for shared kitchen workspaces. In particular, robots struggle with dexterity in the unstructured and dynamic kitchen environment. We propose that human-machine collaboration can be achieved without robotic manipulation. We describe a novel system design using computer vision to inform intelligent cooking interventions. This human-centered approach does not require actuators and promotes dynamic, natural collaboration. We show that automation that assists user-led actions can offer meaningful cooking assistance and can generate the image databases needed for fully autonomous robotic systems of the future. We provide an open source implementation of our work and encourage the research community to build upon it.