# Towards Mobile Multi-Task Manipulation in a Confined and Integrated Environment with Irregular Objects

arXiv: https://arxiv.org/abs/2003.01776 · HTML: https://mlsanity.com/paper/2003.01776/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 3 Mar 2020.

## Built on by (most cited first, 2 of 2)

- [Consolidating Kinematic Models to Promote Coordinated Mobile Manipulations](https://mlsanity.com/paper/2108.01264/) (2021)
- [Rearrange Indoor Scenes for Human-Robot Co-Activity](https://mlsanity.com/paper/2303.05676/) (2023)

## Abstract (arXiv)

The FetchIt! Mobile Manipulation Challenge, held at the IEEE International Conference on Robots and Automation (ICRA) in May 2019, offered an environment with complex and integrated task sets, irregular objects, confined space, and machining, introducing new challenges in the mobile manipulation domain. Here we describe our efforts to address these challenges by demonstrating the assembly of a kit of mechanical parts in a caddy. In addition to implementation details, we examine the issues in this task set extensively, and we discuss our software architecture in the hope of providing a base for other researchers. To evaluate performance and consistency, we conducted 20 full runs, then examined failure cases with possible solutions. We conclude by identifying future research directions to address the open challenges.