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jobs [2018/07/19 10:53] – [Open researcher positions] nyga | jobs [2023/09/14 09:57] – [Theses and Student Jobs] cstoess | ||
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=====Open researcher positions===== | =====Open researcher positions===== | ||
- | == Doctoral Candidate / Research Associate == | ||
- | As a research associate at the Institute for Artificial Intelligence, | ||
- | In particular, your challenges comprise the following: | + | {{blog>:jobs? |
- | * the development and implementation of probabilistic models and algorithms for learning and reasoning in complex scenarios of intelligent service robots, | + | |
- | * the creation and maintenance of software documentation as well as the presentation of research results at top-tier international conferences, | + | |
- | * self-organized and ambitious work both individually and in a team of researchers, | + | |
- | * the contribution to authoring of research grant proposals. | + | |
- | Prerequisites: | ||
- | * Successfully completed Master' | ||
- | * very good skills in Machine Learning and Data Mining; esp. experience with probabilistic graphical models (Bayesian networks/ | ||
- | * very good programming skills in the Python/ | ||
- | * experience in natural-language understanding and semantic modeling helpful. | ||
- | Besides the willingness and ability to quickly dive into new and complex research scenarios and topics, we expect organizational skills, the ability to work in a team and high commitment and dedication to you research. Very good skills of the English language is required. | + | < |
+ | <div style=" | ||
+ | </ | ||
- | Research associate | ||
- | with the Institute for Artificial Intelligence | ||
- | at the University of Bremen, Germany, | ||
- | Salary is according to the German Federal pay scale, TV-L 13, full-time. The position is available as soon as possible. | ||
- | Please send your application (cover letter, CV, certificates, | ||
=====Theses and Student Jobs===== | =====Theses and Student Jobs===== | ||
- | If you are looking for a bachelor/ | + | If you are looking for a bachelor's/master' |
+ | |||
+ | |||
+ | < | ||
+ | == Physics-based grasping in VR with finger tracking(Student Job / HiWi) == | ||
+ | |||
+ | Implementing physics-based grasping models in virtual environments, | ||
+ | using Manus VR. | ||
+ | |||
+ | Requirements: | ||
+ | * Good C++ programming skills | ||
+ | * Familiar with skeletal animations | ||
+ | * Experience with simulators/ | ||
+ | * Familiar with Unreal Engine API | ||
+ | * Familiar with version-control systems (git) | ||
+ | * Able to work independently with minimal supervision | ||
+ | |||
+ | Contact: [[team: | ||
+ | --></ | ||
< | < | ||
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--></ | --></ | ||
- | == Student | + | < |
+ | == Mesh Editing / Mesh Segmentation/ | ||
+ | {{ : | ||
- | In the scope of the CRC Farbige Zustände we use machine-learning techniques | + | |
- | Perspective of future BA/MA topics | + | Requirements: |
+ | * Good knowledge | ||
+ | * Familiar with Blender / Maya (or other) | ||
- | If you're interested, contact | + | Contact: |
+ | --></ | ||
- | == 3D Model / Material / Lightning Developer | + | |
+ | < | ||
+ | == 3D Animation and Modeling | ||
{{ : | {{ : | ||
- | Developing and improving existing 3D models in Blender / Maya (or other). | + | Developing and improving existing |
+ | models in Blender / Maya (or other). | ||
+ | models | ||
- | Bonus: Working with state of the art 3D Scanners [[https:// | + | Bonus: Working with state of the art 3D Scanners [[https:// |
Requirements: | Requirements: | ||
* Experience with Blender / Maya (or other) | * Experience with Blender / Maya (or other) | ||
* Knowledge of Unreal Engine material / lightning development | * Knowledge of Unreal Engine material / lightning development | ||
+ | * Familiar with version-control systems (git) | ||
+ | * Able to work independently with minimal supervision | ||
+ | Contact: [[team: | ||
+ | --></ | ||
+ | == Scene Format Conversion Tool for Robotics Simulation (MA Thesis) == | ||
- | Contact: [[team: | + | **Motivation:** |
- | == Unreal Engine Editor Developer | + | With robotics playing a significant role in various domains, simulation is essential for developing and testing algorithms. Multiple simulators are available, each with its own specialized format |
- | {{ : | + | |
- | Creating new user interfaces | + | {{: |
+ | |||
+ | **Task Description: | ||
+ | |||
+ | The objective of this project is to develop a universal parser capable of converting scene descriptions between common formats. The following key steps are involved: | ||
+ | |||
+ | - Create a model to represent and store the scene graph. | ||
+ | - Implement import functions for the model to handle scene descriptions in any of the supported formats. | ||
+ | - Implement export functions for the model to generate scene descriptions in any of the supported formats. | ||
+ | |||
+ | **Requirements: | ||
+ | |||
+ | * A strong passion for robotics. | ||
+ | * Dedication to the chosen topic. | ||
+ | * Eager to learn. | ||
+ | |||
+ | Contact: [[team: | ||
+ | |||
+ | == Generating Comics about Everyday Experiences of a Robot (BA Thesis) == | ||
+ | |||
+ | Summary: | ||
+ | * Query experience data from an existing database | ||
+ | * Retrieve situations of interest | ||
+ | * Recreate the scene in a 3D environment | ||
+ | * Apply a comic shader | ||
+ | * Find good camera position | ||
+ | * Generate a PDF summarizing | ||
+ | |||
+ | Contact: | ||
+ | |||
+ | == Integration of novel objects into Digital Twin Knowledge Bases (MA Thesis) == | ||
+ | |||
+ | In this thesis, the goal is to make a robotic system learn new objects automatically. | ||
+ | The system should be able to generate the necessary models required for re-detecting it again and also consult online information sources to automatically acquire knowledge about it. | ||
+ | |||
+ | The focus of the thesis would be twofold: | ||
+ | * Develop methods to automatically infer the object class of new objects. This would include perceiving it with state of the art sensors, constructing a 3d model of it and then infer the object class from online information sources. | ||
+ | * In the second step the system should also infer factual knowledge about the object from the internet and assert it into a robotic knowledgebase. Such knowledge could for example include the category of this product, typical object properties like its weight or typical location and much more. | ||
Requirements: | Requirements: | ||
- | * Good C++ programming skills | + | * Knowledge about sensor data processing |
- | * Familiar with the [[https:// | + | * Interest in model construction from sensory data |
- | * Familiar | + | * Work with KnowRob knowledge processing framework |
- | Contact: [[team: | ||
- | == Integrating PR2 in the Unreal Game Engine Framework (BA/ | + | Contact: [[team:patrick_mania|Patrick Mania]] |
- | | + | |
- | Integrating the [[https://www.willowgarage.com/ | + | == Übersetzung einer globalen Produktklassifikation in eine bestehende Ontologie (BA Thesis) == |
+ | |||
+ | In dieser Arbeit soll die GS1 Produktklassifikation in eine Ontologie transformiert werden. Der GS1 Produktklassifikationsstandard ist online ( https://gpc-browser.gs1.org/) einsehbar. Anschließend soll in einem Jupyter Notebook anhand eines Beispiels gezeigt werden, wie andere Ontologien mit der erstellten Taxonomie verbunden werden können. | ||
+ | |||
+ | Die Aufgaben dazu sind: | ||
+ | * Einarbeitung in Web Scraping und Abfrage der Daten von GS1 | ||
+ | * Einarbeitung in Owlready und Erstellen der Taxonomie | ||
+ | * Erstellung des Jupyter Notebooks mit einem Beispiel, wie andere Ontologien verbunden werden können (die Beispielontologie wird gestellt) | ||
+ | |||
+ | |||
+ | Contact: | ||
+ | |||
+ | |||
+ | < | ||
+ | == Development of Modules for Robot Perception (Student Job / HiWi) == | ||
+ | In our research group, we focus on the development of modern robots that can make use of the potential of game engines. One particular research direction, is the combination of computer vision with game engines. | ||
+ | In this context, we are currently offering multiple Hiwi positions | ||
+ | * Software development to create Interfaces between ROS and Unreal Engine 4 (mainly C++) | ||
+ | * Software development for our Robot Perception framework | ||
Requirements: | Requirements: | ||
- | * Good programming skills | + | * Experience |
- | * Basic physics/ | + | * Basic understanding of the ROS middleware and Linux. |
- | * Basic ROS knowledge | + | The spoken language in this job is german or english, based on your preference. |
- | * UE4 basic tutorials | + | |
- | Contact: [[team:andrei_haidu|Andrei Haidu]] | + | Contact: [[team:patrick_mania|Patrick Mania]] |
+ | --></ | ||
+ | == Development of Modules for Robot Perception (Student Job / HiWi) == | ||
+ | In our research group, we focus on the development of intelligent robots that are combining modern computer vision methods with knowledge representation. | ||
+ | We are currently offering multiple Hiwi positions / student jobs for software development in the context of our Robot Perception framework [[http:// | ||
- | == Realistic Grasping using Unreal Engine (BA/ | + | Requirements: |
+ | * Solid experience in python and object-oriented programming | ||
+ | * Basic understanding of the ROS middleware and Linux | ||
+ | * Basic understanding of computer vision methods | ||
- | {{ : | + | The spoken language in this job is german or english, based on your preference. Work can be done fully remote. |
- | The objective of the project is to implement var- | + | Contact: |
- | ious human-like grasping approaches in a game developed using [[https:// | + | -- |
- | The game consist | + | == Game Engine Developer and 3D-Modelling |
+ | A recent development in the field of AI is the usage of photorealistic simulations, | ||
+ | In our research group, we focus on the development of modern robots that can make use of the potential of game engines. This requires a high degree of specialized game engine plugins that can simulate certain aspects of our research. Another important task is the creation of 3d models. | ||
- | In order to improve | + | Therefore, we are currently offering multiple Hiwi positions / student jobs for the following tasks: |
- | be able to switch during runtime | + | * Modelling |
- | grasp, precision grip etc.) he/she would like to use. | + | * Creation of specific simulation aspects in Unreal Engine 4. For example |
- | + | ||
- | Requirements: | + | Requirements: |
- | * Good programming skills in C++ | + | * Knowledge |
- | * Good knowledge | + | * Experience in Game Engine development. Ideally |
- | * Experience | + | |
+ | The spoken language in this job is german or english, based on your preference. | ||
- | Contact: [[team/ | + | Contact: [[team: |
Prof. Dr. hc. Michael Beetz PhD
Head of Institute
Contact via
Andrea Cowley
assistant to Prof. Beetz
ai-office@cs.uni-bremen.de
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