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jobs [2015/03/12 09:28] – [Theses and Jobs] jworch | jobs [2023/06/20 04:12] – dkastens | ||
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- | ~~NOTOC~~ | + | =====Open researcher positions===== |
- | =====Theses and Jobs===== | + | |
- | If you are looking for a bachelor/ | + | |
+ | {{blog>: | ||
+ | == PostDoc (f/m/d) in in the ERC Advanced Grant project FAME: Open-Ended Manipulation Task Learning with FAME (Future-oriented cognitive Action Modelling Engine)“ | ||
- | == GPU-based Parallelization | + | 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 the field of Machine Learning, numerical optimization techniques play a focal role. However, as models grow larger, traditional implementations | + | In pursuit |
- | Requirements: | + | With cutting-edge laboratories |
- | * Skills in numerical optimization algorithms | + | |
- | * Good programming skills in Python | + | |
- | 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. |
- | == Online Learning of Markov Logic Networks for Natural-Language Understanding (MA)== | + | **Research tasks:** |
- | Markov Logic Networks (MLNs) combine | + | As a PhD with appropriate, |
- | Requirements: | + | **Your ideal profile:** |
- | * Experience | + | * PhD in Computer Science (Master, University Diploma) |
- | * Experience with statistical relational learning (e.g. MLNs) is helpful. | + | * Outstanding academic achievements |
- | * Good programming skills | + | * 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 | ||
+ | * Ability to communicate proficiently in English | ||
+ | * High level of commitment, flexibility and team spirit | ||
- | Contact: | + | Please find the complete job description under the [[https:// |
- | ==HiWi-Position: | ||
- | In the context of the European research | + | == PhD candidate (f/m/d) in the ERC Advanced Grant project |
- | are investigating methods for combining multimodal sources of knowledge | + | |
- | The Institute | + | With our new project FAME, we aim to lay the groundwork |
- | development and the integration | + | |
- | This HiWi-Position | + | 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 |
- | Tasks: | + | With cutting-edge laboratories |
- | * 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 | + | |
- | Requirements: | + | We offer three research positions for scientific qualification with the aim of obtaining a doctoral degree |
- | * Studies in Computer Science | + | |
- | * Basic skills in Artificial Intelligence | + | |
- | * Optional: basic skills in Probability Theory | + | |
- | * Optional: basic skills in Machine Learning | + | |
- | * Good programming skills in Python and Java | + | |
- | Hours: 10-20 h/week | ||
- | Contact: [[team: | + | **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 skills | ||
+ | * 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 | ||
- | [1] www.robohow.eu\\ | + | **Your ideal profile: |
- | [2] http:// | + | * 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:// | ||
- | == Kitchen Activity Games in a Realistic Robotic Simulator (BA/ | + | =====Theses and Student Jobs===== |
- | {{ :research:gz_env1.png? | + | If you are looking for a bachelor/ |
- | Developing new activities and improving the current simulation framework done under the [[http:// | + | |
+ | < | ||
+ | == Physics-based grasping in VR with finger tracking(Student Job / HiWi) == | ||
+ | |||
+ | Implementing physics-based grasping models | ||
+ | using Manus VR. | ||
Requirements: | Requirements: | ||
- | * Good programming skills in C/C++ | + | * Good C++ programming skills |
- | * Basic physics/rendering engine knowledge | + | * Familiar with skeletal animations |
- | * Gazebo simulator basic tutorials | + | * Experience with simulators/physics-/game- engines |
+ | * Familiar with Unreal Engine API | ||
+ | * Familiar with version-control systems (git) | ||
+ | * Able to work independently with minimal supervision | ||
Contact: [[team: | Contact: [[team: | ||
+ | --></ | ||
+ | |||
- | == Integrating Eye Tracking in the Kitchen Activity Games (BA/MA)== | + | < |
- | {{ : | + | == Lisp / CRAM support assistant (HiWi) == |
- | Integrating | + | Technical support for the group for Lisp and the CRAM framework. |
+ | 8+ hours per week for up to 1 year (paid). | ||
Requirements: | Requirements: | ||
- | * Good programming skills in C/C++ | + | * Good programming skills in Common Lisp |
- | * Gazebo simulator basic tutorials | + | * Basic ROS knowledge |
- | 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. |
- | == Hand Skeleton Tracking Using Two Leap Motion Devices (BA/MA)== | + | Contact: [[team:gayane_kazhoyan|Gayane Kazhoyan]] |
- | | + | --></ |
- | Improving the skeletal tracking offered by the [[https://developer.leapmotion.com/|Leap Motion SDK]], by using two devices (one tracking vertically the other horizontally) and switching between them to the one that has the best current view of the hand. | + | < |
+ | == Mesh Editing | ||
+ | {{ : | ||
- | The tracked hand can then be used as input for the Kitchen Activity Games framework. | + | |
Requirements: | Requirements: | ||
- | * Good programming skills | + | * Good knowledge |
+ | * Familiar with Blender | ||
+ | |||
+ | Contact: [[team/ | ||
+ | --></ | ||
+ | |||
+ | |||
+ | < | ||
+ | == 3D Animation and Modeling (Student Job / HiWi)== | ||
+ | {{ : | ||
+ | |||
+ | Developing and improving existing or new 3D (static/ | ||
+ | models in Blender / Maya (or other). Further importing and testing the | ||
+ | models against Unreal Engine. | ||
+ | |||
+ | Bonus: Working with state of the art 3D Scanners [[https:// | ||
+ | |||
+ | Requirements: | ||
+ | * Experience with Blender / Maya (or other) | ||
+ | * Knowledge of Unreal Engine material / lightning development | ||
+ | * Familiar with version-control systems (git) | ||
+ | * Able to work independently with minimal supervision | ||
Contact: [[team: | Contact: [[team: | ||
+ | --></ | ||
- | == Fluid Simulation in Gazebo | + | == Generating Comics about Everyday Experiences of a Robot (BA Thesis) == |
- | {{ : | + | |
- | [[http:// | + | 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 for moments of interest | ||
+ | * Generate a PDF summarizing the experiences | ||
- | Currently there is an [[http:// | + | Contact: [[team:daniel_bessler|Daniel Beßler]] |
- | The computational method for the fluid simulation is SPH (Smoothed-particle Dynamics), however newer and better methods based on SPH are currently present | + | == Integration of novel objects into Digital Twin Knowledge Bases (MA Thesis) == |
- | and should be implemented (PCISPH/ | + | |
- | The interaction between | + | In this thesis, |
+ | The system should be able to generate | ||
- | Another topic would be the visualization | + | The focus of the thesis |
+ | * 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. | ||
- | Here is a [[https:// | ||
Requirements: | Requirements: | ||
- | * Good programming skills in C/C++ | + | * Knowledge about sensor data processing |
- | * Interest in Fluid simulation | + | * Interest in model construction from sensory data |
- | * Basic physics/ | + | * Work with KnowRob |
- | * Gazebo simulator and Fluidix basic tutorials | + | |
- | Contact: [[team: | ||
+ | Contact: [[team: | ||
+ | |||
+ | == Integration von Nährwertangaben für Rezepte in bestehende Website (BA Thesis) == | ||
+ | |||
+ | 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: | ||
+ | * 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. | ||
+ | |||
+ | Contact: [[team: | ||
+ | --></ | ||
+ | |||
+ | == 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. | ||
+ | |||
+ | Therefore, we are currently offering multiple Hiwi positions / student jobs for the following tasks: | ||
+ | * Modelling of objects for the use in Unreal Engine 4. | ||
+ | * Creation of specific simulation aspects in Unreal Engine 4. For example the development of interactable objects. | ||
+ | |||
+ | Requirements: | ||
+ | * Knowledge of 3D-Modelling tools. Blender would be highly preferred. | ||
+ | * Experience in Game Engine development. Ideally Unreal Engine 4 and C++. | ||
+ | |||
+ | 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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