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- | ~~NOTOC~~ | ||
- | =====Theses and Jobs===== | ||
- | If you are looking for a bachelor/ | ||
- | ====Theses==== | + | =====Open researcher positions===== |
- | == Web-based knowledge visualizations | + | == PostDoc |
- | {{ : | + | With our new project FAME, we aim to lay the groundwork for robots that achieve the competence level of humans in the area of everyday manipulation tasks. |
- | The knowledge base visualization allows to display semantic environment maps, | + | In pursuit of this goals, FAME will investigate |
- | objects, human poses, trajectories and similar information stored in the | + | |
- | robot' | + | |
- | is written in Java and has grown old over the years. Recently, there has been | + | |
- | much progress in creating [[http:// | + | |
- | 3D visualizations]] for ROS that can also be accessed with a | + | |
- | [[http:// | + | |
- | a web-based version of the visualization using these techniques. | + | |
- | Requirements: | + | With cutting-edge laboratories and data infrastructure FAME offers attractive workplaces, diverse and responsible tasks, and a wide scope of advanced training options. |
- | * Good programming skills | + | |
- | * Experience with JavaScript development | + | |
- | * Knowledge of Web technologies (HTML, XML, OWL) | + | |
- | Contact: [[team: | + | We offer two PostDoc positions (salary scale TV-L 14 - 100%) at the next possible date for the period of three years with the possibility of a two-year extension. |
+ | **Research tasks:** | ||
- | == Statistical relational models | + | As a PhD with appropriate, |
- | As part of the [[http://cogwatch.eu|CogWatch EU project]], we are working | + | **Your ideal profile: |
- | the analysis | + | * PhD in Computer Science (Master, University Diploma) |
- | these patients lack important motor coordination | + | * Outstanding academic achievements e.g. in the field of robotics, AI, perception, programming, |
- | kinds of errors | + | * Profound knowledge in the development of complex software systems, ideally in the field of robotics |
- | extensive patient trials, the student | + | * Substantial know-how on AI methods in robotic applications |
- | models | + | * 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://www.uni-bremen.de/ | ||
+ | |||
+ | |||
+ | |||
+ | == PhD candidate (f/m/d) in the ERC Advanced Grant project FAME: Open-Ended Manipulation Task Learning with FAME (Future-oriented cognitive Action Modelling Engine) (salary scale TV-L 13 - 100%)== | ||
+ | |||
+ | With our new project FAME, we aim to lay the groundwork for robots that achieve the competence level of humans in the area of everyday manipulation 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. | ||
+ | |||
+ | With cutting-edge laboratories and data infrastructure FAME offers attractive workplaces, diverse and responsible tasks, and a wide scope of advanced training options. | ||
+ | |||
+ | 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 | ||
+ | |||
+ | |||
+ | **Research tasks:** | ||
+ | * Interpretation and analysis of instructional videos on manipulation tasks (e.g. Wikihow videos) | ||
+ | * Modular and transparent robot plans for simple meal preparation tasks | ||
+ | * Learning and representation of, or reasoning with " | ||
+ | * Simulation of cooking processes and derivation of generalized probabilistic models | ||
+ | * Automated programming of robot plans for the acquisition of manipulation | ||
+ | * Integration | ||
+ | * Human-machine interaction techniques for knowledge services based on modern entertainment software technologies | ||
+ | * Design and implementation of knowledge services of the Knowledge4Retail platform | ||
+ | |||
+ | **Your ideal profile: | ||
+ | * University 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 | ||
+ | * Excellent programming skills: | ||
+ | * Ability to communicate proficiently in English | ||
+ | * High level of commitment, flexibility and team spirit | ||
+ | |||
+ | Please find the complete job description under the [[https:// | ||
+ | |||
+ | =====Theses and Student Jobs===== | ||
+ | If you are looking for a bachelor/ | ||
+ | |||
+ | |||
+ | < | ||
+ | == Physics-based grasping in VR with finger tracking(Student Job / HiWi) == | ||
+ | |||
+ | Implementing physics-based grasping | ||
+ | using Manus VR. | ||
Requirements: | Requirements: | ||
- | * Good knowledge of machine learning (Bayesian networks, statistical relational models) | + | * Good C++ programming skills |
- | * Programming skills | + | * Familiar with skeletal animations |
+ | * Experience with simulators/ | ||
+ | * Familiar with Unreal Engine API | ||
+ | * Familiar with version-control systems | ||
+ | * Able to work independently with minimal supervision | ||
- | Contact: [[team:moritz_tenorth|Moritz Tenorth]] | + | Contact: [[team:andrei_haidu|Andrei Haidu]] |
+ | --></ | ||
- | == Tools for knowledge acquisition from the Web (BA/MA/HiWi) == | + | < |
+ | == Lisp / CRAM support assistant | ||
- | There are several options | + | Technical support |
- | knowledge from Web sources like online shops, repositories of object models, | + | 8+ hours per week for up to 1 year (paid). |
- | recipe databases, etc. | + | |
Requirements: | Requirements: | ||
- | * Programing | + | * Good programming |
- | * Experience with Web languages and datamining techniques is helpful | + | * Basic ROS knowledge |
- | * Depending on the focus of the project, experience with database technology, natural-language processing or computer vision may be helpful | + | |
- | Contact: [[team: | + | The student will be introduced to the CRAM framework at the beginning of the job, which is a robot programming framework written in Lisp. The student will then be responsible for assisting not familiar with the framework people, explaining them the parts they don't understand and pointing them to the relevant documentation sources. |
+ | Contact: [[team: | ||
+ | --></ | ||
- | == GPU-based Parallelization of Numerical Optimization Techniques (BA/MA/HiWi)== | + | < |
+ | == Mesh Editing | ||
+ | {{ : | ||
- | In the field of Machine Learning, numerical optimization techniques play a focal role. However, as models grow larger, traditional implementations on single-core CPUs suffer from sequential execution causing a severe slow-down. In this thesis, state-of-the-art GPU frameworks | + | |
Requirements: | Requirements: | ||
- | * Skills | + | * Good knowledge |
- | * Good programming skills in Python and C/C++ | + | * Familiar with Blender |
- | Contact: [[team: | + | Contact: [[team/ |
+ | --></ | ||
- | == Online Learning of Markov Logic Networks for Natural-Language Understanding (MA)== | ||
- | Markov Logic Networks | + | < |
+ | == 3D Animation and Modeling | ||
+ | {{ : | ||
+ | |||
+ | Developing | ||
+ | models | ||
+ | models against Unreal Engine. | ||
+ | |||
+ | Bonus: Working with state of the art 3D Scanners [[https:// | ||
Requirements: | Requirements: | ||
- | * Experience | + | * Experience |
- | * Experience | + | * Knowledge of Unreal Engine material / lightning development |
- | * Good programming skills in Python. | + | * Familiar |
+ | * Able to work independently with minimal supervision | ||
- | Contact: [[team:daniel_nyga|Daniel Nyga]] | + | Contact: [[team:andrei_haidu|Andrei Haidu]] |
+ | --></ | ||
+ | == Generating Comics about Everyday Experiences of a Robot (BA Thesis) == | ||
- | < | + | Summary: |
- | ====Open Positions==== | + | * Query experience data from an existing database |
- | ==HiWi-Position: | + | * Retrieve situations of interest |
+ | * Recreate the scene in a 3D environment | ||
+ | * Apply a comic shader | ||
+ | * Find good camera position | ||
+ | * Generate a PDF summarizing the experiences as a comic strip | ||
- | In the context of the European research project RoboHow.Cog | + | Contact: |
- | are investigating methods for combining multimodal sources of knowledge (e.g. video, natural-language recipes or computer games), in order to enable mobile robots to autonomously acquire new high level skills like cooking meals or straightening up rooms. | + | |
- | The Institute for Artificial Intelligence is hiring a student researcher for the | + | == Integration |
- | development and the integration | + | |
- | This HiWi-Position can serve as a starting point for future Bachelor' | + | 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 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 | ||
- | Tasks: | ||
- | * Implementation of an interface to the Robot Operating System (ROS). | ||
- | * Linkage of the knowledge base to the executive of the robot. | ||
- | * Support for the scientific staff in extending and integrating components onto the robot platform PR2. | ||
Requirements: | Requirements: | ||
- | * Studies in Computer Science (Bachelor' | + | * Knowledge about sensor data processing |
- | * Basic skills | + | * Interest |
- | * Optional: basic skills in Probability Theory | + | * Work with KnowRob knowledge processing framework |
- | * Optional: basic skills in Machine Learning | + | |
- | * Good programming skills in Python and Java | + | |
- | Hours: 10-20 h/week | ||
- | Contact: [[team:daniel_nyga|Daniel Nyga]] | + | Contact: [[team:patrick_mania|Patrick Mania]] |
- | [1] www.robohow.eu\\ | + | == Integration von Nährwertangaben für Rezepte in bestehende Website (BA Thesis) == |
- | [2] http:// | + | |
- | == HiWi position: Segmentation and interpretation of 3D object models (HiWi/MA) == | + | 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 |
- | {{ :research:cup2-segmented.png?170}} | + | Die Aufgaben dazu sind: |
+ | * Vergleich von bestehenden Lösungen. | ||
+ | * Erweiterung einer Ontologie um Nährwertangaben. | ||
+ | * Erweiterung der Website. | ||
+ | |||
+ | |||
+ | Contact: [[team: | ||
+ | |||
+ | |||
+ | < | ||
+ | == 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 [[http:// | ||
+ | |||
+ | 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. | ||
- | Competent object interaction requires knowledge about the structure and | + | Contact: |
- | composition of objects. In an ongoing research project, we are investigating | + | --></ |
- | how part-based object models can automatically be extracted from CAD models | + | |
- | found on the Web, e.g. on the [[http:// | + | |
- | We are looking for a student research assistant to push this topic forward. | + | == Game Engine Developer and 3D-Modelling |
- | In close collaboration with the researchers | + | A recent development in the field of AI is the usage of photorealistic simulations, |
- | Intelligence, the student will work on extending | + | In our research group, we focus on the development of modern robots that can make use of the potential |
- | segmentation, | + | |
- | methods into the robot' | + | |
- | the segmentation results. Depending on the results, cooperation on joint | + | |
- | publications may be possible. | + | |
- | This HiWi position can serve as a starting point for future Bachelor' | + | Therefore, we are currently offering multiple Hiwi positions / student jobs for the following tasks: |
- | Master' | + | * Modelling of objects for the use in Unreal Engine 4. |
- | project that could be worked on as a Master' | + | * Creation of specific simulation aspects in Unreal Engine 4. For example the development of interactable objects. |
Requirements: | Requirements: | ||
- | * Good Java programming skills | + | * Knowledge |
- | * Basic knowledge | + | * Experience |
- | * Experience | + | |
- | Contact: [[team: | + | The spoken language in this job is german or english, based on your preference. |
+ | 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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