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jobs [2019/08/30 13:49] – [Open researcher positions] nyga | jobs [2023/06/19 13:35] – [Open researcher positions] dziomba | ||
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- | ~~NOTOC~~ | ||
=====Open researcher positions===== | =====Open researcher positions===== | ||
- | == PhD Student Position in Machine Learning for Robotic Systems== | ||
- | The position is part of the research | + | **PhD candidate (f/m/d) in the ERC Advanced Grant project |
- | The project | + | With our new project |
- | Tasks: | + | In pursuit of this goals, FAME will investigate the hypothesis that a knowledge representation and reasoning (KR&R) framework based on explicitly represented and machine-interpretable inner-world models can enable robots to contextualize underdetermined manipulation task requests. |
- | * Develop | + | With cutting-edge laboratories |
- | * Create documentation and presentations | + | |
- | * Work independently and enthusiastically in close collaboration with project partners | + | |
- | * Contribute to research fund proposals and public relation activities | + | |
- | Requirements: | + | We offer three research positions for scientific qualification with the aim of obtaining a doctoral degree (salary scale TV-L 13 - 100%) at the next possible date for the period of three years. |
- | * Excellent Master‘s degree in computer science with major in artificial intelligence and/or machine learning (or equivalent). | ||
- | * Excellent skills in theory and practice of machine learning/ | ||
- | * Excellent programming skills in the Python programming language, C/C++ is beneficial | ||
- | * Experience in software development under Linux | ||
- | * Excellent oral and written level in English, especially in technical English. Skills in German is beneficial. | ||
- | * Very good organizational skills and team spirit | ||
- | We are searching for an enthusiastic | + | **Research tasks:** |
+ | * Interpretation | ||
+ | * Modular and transparent robot plans for simple meal preparation tasks | ||
+ | * Learning and representation of, or reasoning with " | ||
+ | * Simulation | ||
+ | * Automated | ||
+ | * Integration of existing information systems with modern knowledge processing technologies | ||
+ | * Human-machine interaction techniques for knowledge services based on modern entertainment software technologies | ||
+ | * Design and implementation of knowledge services of the Knowledge4Retail platform | ||
- | More information can be found at: | + | **Your ideal profile:** |
+ | * University degree in Computer Science (Master, Diploma) or a comparable degree | ||
+ | * Outstanding academic achievements e.g. in the field of robotics, AI, perception, programming, | ||
+ | * Profound knowledge in the development of complex software systems, ideally in the field of robotics | ||
+ | * Substantial know-how on AI methods in robotic applications | ||
+ | * Excellent programming skills: the programming languages used include, for example: Python, C ++, LISP, Prolog | ||
+ | * Ability to communicate proficiently in English | ||
+ | * High level of commitment, flexibility and team spirit | ||
+ | |||
+ | Please find the complete job description under the [[https:// | ||
- | [[https:// | ||
=====Theses and Student Jobs===== | =====Theses and Student Jobs===== | ||
If you are looking for a bachelor/ | If you are looking for a bachelor/ | ||
+ | < | ||
+ | == Physics-based grasping in VR with finger tracking(Student Job / HiWi) == | ||
- | + | Implementing | |
- | + | using Manus VR. | |
- | == Visualization support assistant (HiWi) == | + | |
- | + | ||
- | Implementing | + | |
- | + | ||
- | Requirements: | + | |
- | * Good python programming skills | + | |
- | * Familiar with Javascript | + | |
- | * Experience in web development is recommended | + | |
- | * Familiar with version-control systems (git) | + | |
- | * Able to work independently with minimal supervision | + | |
- | + | ||
- | Contact: [[team: | + | |
- | + | ||
- | + | ||
- | == Knowledge-enabled PID Controller for 3D Hand Movements in Virtual Environments (BA/MA Thesis) == | + | |
- | + | ||
- | Implementing a force-, velocity- and impulse-based | + | |
- | of the human user will be mapped to the virtual hands, and controlled via the implemented PID controllers. | + | |
- | The controller should be able to dynamically tune itself depending on the executed actions (opening/ | + | |
Requirements: | Requirements: | ||
* Good C++ programming skills | * Good C++ programming skills | ||
- | * Familiar with PID controllers and control theory | + | * Familiar with skeletal animations |
- | * Experience with simulators/ | + | * Experience with simulators/physics-/game- engines |
- | * Experience | + | * Familiar |
* Familiar with version-control systems (git) | * Familiar with version-control systems (git) | ||
* Able to work independently with minimal supervision | * Able to work independently with minimal supervision | ||
Contact: [[team: | Contact: [[team: | ||
+ | --></ | ||
+ | |||
< | < | ||
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Contact: [[team/ | Contact: [[team/ | ||
--></ | --></ | ||
+ | |||
< | < | ||
- | == 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: | ||
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* Familiar with version-control systems (git) | * Familiar with version-control systems (git) | ||
* Able to work independently with minimal supervision | * Able to work independently with minimal supervision | ||
- | |||
- | |||
Contact: [[team: | Contact: [[team: | ||
--></ | --></ | ||
- | < | + | == Generating Comics about Everyday Experiences of a Robot (BA Thesis) == |
- | == Integrating PR2 in the Unreal Game Engine Framework | + | |
- | {{ : | + | |
- | Integrating | + | Summary: |
+ | * Query experience data from an existing database | ||
+ | * Retrieve situations of interest | ||
+ | * Recreate | ||
+ | * Apply a comic shader | ||
+ | * Find good camera position for moments of interest | ||
+ | * Generate a PDF summarizing | ||
- | Requirements: | + | Contact: [[team: |
- | * Good programming skills in C/C++ | + | |
- | * Basic physics/ | + | |
- | * Basic ROS knowledge | + | |
- | * UE4 basic tutorials | + | |
- | Contact: [[team: | + | == 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. | ||
- | == Realistic Grasping using Unreal Engine (BA/ | + | The focus of the thesis would be two-fold: |
+ | * 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. | ||
- | {{ : | ||
- | The objective of the project is to implement var- | + | Requirements: |
- | ious human-like grasping approaches | + | * Knowledge about sensor data processing |
+ | * Interest | ||
+ | * Work with KnowRob knowledge processing framework | ||
- | The game consist of a household environment where a user has to execute various given tasks, such as cooking a dish, setting the table, cleaning the dishes etc. The interaction is done using various sensors to map the users hands onto the virtual hands in the game. | ||
- | In order to improve the ease of manipulating objects the user should | + | Contact: [[team: |
- | be able to switch during runtime the type of grasp (pinch, power | + | |
- | grasp, precision grip etc.) he/she would like to use. | + | |
- | + | ||
- | Requirements: | + | |
- | * Good programming skills in C++ | + | |
- | * Good knowledge of the Unreal Engine API. | + | |
- | * Experience with skeletal control / animations / 3D models in Unreal Engine. | + | |
- | * Familiar with version-control systems (git) | + | |
- | * Able to work independently with minimal supervision | + | |
+ | == Integration von Nährwertangaben für Rezepte in bestehende Website (BA Thesis) == | ||
- | Contact: [[team/ | + | In dieser Arbeit soll eine bestehende Website mit Nährwertangaben und Zusatzfunktionalität zu Produkten um eine Nährwertangabe zu Rezepten erweitert werden. Es handelt sich um folgende website: productkg.informatik.uni-bremen.de |
- | --></ | + | |
- | < | + | Die Aufgaben dazu sind: |
- | == Unreal Engine Editor Developer (Student Job / HiWi)== | + | * Vergleich von bestehenden Lösungen. |
- | {{ : | + | * Erweiterung einer Ontologie um Nährwertangaben. |
+ | * Erweiterung der Website. | ||
- | Creating new user interfaces (panel customization) for various internal plugins using the Unreal C++ framework [[https:// | ||
+ | Contact: [[team: | ||
- | Requirements: | ||
- | * Good C++ programming skills | ||
- | * Familiar with the [[https:// | ||
- | * Familiar with Unreal Engine API | ||
- | * Familiar with version-control systems (git) | ||
- | * Able to work independently with minimal supervision | ||
- | Contact: [[team:andrei_haidu|Andrei Haidu]] | + | < |
+ | == 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 / student jobs for the following tasks: | ||
+ | * Software development to create Interfaces between ROS and Unreal Engine 4 (mainly C++) | ||
+ | * Software development for our Robot Perception framework | ||
+ | Requirements: | ||
+ | * Experience in C++. | ||
+ | * Basic understanding of the ROS middleware and Linux. | ||
+ | The spoken language in this job is german or english, based on your preference. | ||
+ | Contact: [[team: | ||
+ | --></ | ||
- | == OpenEASE rendering in Unreal | + | == Game Engine |
+ | 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. | ||
- | + | Therefore, we are currently offering multiple Hiwi positions / student jobs for the following tasks: | |
- | Implmenting | + | * Modelling |
+ | * Creation of specific simulation aspects | ||
Requirements: | Requirements: | ||
- | * Good C++ programming skills | + | * Knowledge of 3D-Modelling tools. Blender would be highly preferred. |
- | * Familiar with Unreal Engine | + | * Experience in Game Engine development. Ideally |
- | * Familiar with HTML5 and JavaScript | + | |
- | * Familiar with the [[https:// | + | |
- | * Familiar with basic ROS communication | + | |
- | * Familiar with version-control systems (git) | + | |
- | * Able to work independently with minimal supervision | + | |
- | Contact: [[team:andrei_haidu|Andrei Haidu]] | + | The spoken language in this job is german or english, based on your preference. |
- | --></ | + | |
+ | Contact: [[team:patrick_mania|Patrick Mania]] |
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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