Sean Maroofi

I'm a research assistant at Hamburg University of Technology , affiliated with the Institue of Logistics Engineering . I earned a Master's degree in Mechatronics and a Bachelor's degree in Mechanical Engineering.

I've had the priviledge of working with Prof. Robert Seifried at the Institute of Mechanics and Ocean Engineering and Prof. Masayoshi Tomizuka at the Mechanical Systems Control Lab during my study abroad at UC Berkeley.

I'm interested in robot control and learning, with a particular passion for applications in dynamic and clustered environments.

Email  /  CV  /  LinkedIn  /  Github

profile photo

News

08/2025 We will conduct a workshop on "Prediction of Robot Localization Failure" at IPIN 2025.

Research

Please find a list of my research work below, under review as well as papers ongoing/in preparation below.

Creating Data-Driven Models for Predicting Localization Failures for Mobile Robots
Markus Knitt*, Sean Maroofi*, Maximilian Schmidt, Manav Thakkar,

IPIN, 2025
project page

Workshop on predicition of localization loss in dynamic environments for precautionary actions.

MRCD: Mobile Robot Campus Dataset for Evaluating SLAM Algorithms on Wheeled Robots
Justin Ziegenbein*, Noel Blunder*, Sean Maroofi*, Marko Thiel, Thien-Minh Nguyen, Hendrik Rose, Philipp Braun, Carlos Jahn

Under Review, 2025
project page / preprint

A multi-modal outdoor SLAM dataset for wheeled robots in urban environments.

Dynamic Model Inversion of a Soft Robot using Servo Constraints
Sean Maroofi, Malte Grube Robert Seifried

In Preparation, 2025
preprint

Addressing model inversion for robust dynamic control of underactuated, redundant soft robots.

Integrating Delivery Robots into Public Transport
Marko Thiel, Noel Blunder, Sean Maroofi, Justin Ziegenbein, Hendrik Rose,

Workshop on Autonomous Delivery and Service Robots, 05/2025
project page

Industry-Academica dialogue on persistent challenges and restrictions in urban robot applications across Germany.

Projects

Throughout my academic career, I participated in a number of robot projects. Please find a list of my ongoing and completed projects below.

Flowcean
Sean Maroofi, Markus Knitt, Maximillian Schmidt, Swantje Plambeck, Christian Wieck,
12/2024 - Ongoing,
Institute of Logistics Engineering, Hamburg University of Technology
github / flowcean-ros

A framework that bridges various popular machine learning libraries for developing models for cyber-physical systems in a streamlined fassion.

TaBuLa-LOGplus
Sean Maroofi, Noel Blunder, Justin Ziegenbein, Manuel Schrick, Marko Thiel
06/2024 - 12/2024,
Institute of Logistics Engineering, Hamburg University of Technology
project page / Youtube documentary

Controlling mobile delivery robots and their transport in public service vehicles combining state-machine-design flow and remote control center communication.

Design and Implementation of a framework for Reinforcement Learning
Sean Maroofi, Chenran Li, Masayoshi Tomizuka,
08/2021 - 02/2023,
Mechanical Systems Control Lab, University of California, Berkeley
project page / research thesis

Learning steering commands using soft-actor-critic for navigation in dense scenes.

An Interaction Aware Trajectory Prediction Transformer For Racing
Finn Lukas Busch, Sean Maroofi, Niklas Trekel,
Spring 2022,
CS282, University of California, Berkeley
github page / technical report

Using visual transformers to predict trajectories of multiple vehicles in autonomous racing.

Miscellanea

Academic Teaching

Sidewalk Detection for Robot Navigation (Master Thesis Supervisor), Hamburg University of Technology
Design and Implementation of Software Systems, Hamburg University of Technology
Engineering Design Project, Hamburg University of Technology

Template from Jon Barron.