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jobs [2017/10/09 09:19] – [Theses and Student Jobs] gkazhoya | jobs [2019/08/30 13:49] – [Open researcher positions] nyga | ||
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=====Open researcher positions===== | =====Open researcher positions===== | ||
+ | == PhD Student Position in Machine Learning for Robotic Systems== | ||
- | == Researcher in the area of Knowledge bases and knowledge acquisition == | + | The position is part of the research project „PIPE – Probabilistic Models |
- | Position code A132/17. Please see [[http:// | + | The project investigates methods in the field of machine learning and data mining for cognitive robotic systems, which aim at combining the humans‘ capability of understanding natural language, perceiving objects in the environment and learning from experience. In particular, we want to equip robots with the ability to autonomously acquire knowledge in order to proficiently act in human environments and competently and successfully achieve their goals. |
+ | Tasks: | ||
- | == Researcher with background in VR programming == | + | * Develop and implement machine learning models and algorithms for the learning of and reasoning about complex relations among data sources relevant for intelligent autonomous robots |
- | + | * Create documentation and presentations of research results at international scientific conferences | |
- | Position code A133/17. Please see [[http:// | + | * Work independently and enthusiastically in close collaboration with project partners |
+ | * Contribute to research fund proposals and public relation activities | ||
+ | Requirements: | ||
+ | * 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 and dynamic colleague who is interested in joining a multidisciplinary research team. Applicants should have distinct profiles that show their potential to substantially contribute to research programme of the project. This can be demonstrated through experience in the realization of machine learning and data mining systems, expressive github profiles, being a key member of programming teams participating in competitions, | ||
+ | More information can be found at: | ||
+ | [[https:// | ||
=====Theses and Student Jobs===== | =====Theses and Student Jobs===== | ||
If you are looking for a bachelor/ | If you are looking for a bachelor/ | ||
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+ | == Visualization support assistant (HiWi) == | ||
+ | |||
+ | Implementing a visualization web page for a project using a custom framework using python/ | ||
+ | |||
+ | 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 PID controller for precise and responsive hand movements in a virtual environment. The virtual environment used in Unreal Engine in combination with Virtual Reality devices. The movements | ||
+ | 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: | ||
+ | * Good C++ programming skills | ||
+ | * Familiar with PID controllers and control theory | ||
+ | * Experience with simulators/ | ||
+ | * Experience with Unreal Engine | ||
+ | * Familiar with version-control systems (git) | ||
+ | * Able to work independently with minimal supervision | ||
+ | |||
+ | Contact: [[team: | ||
< | < | ||
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--></ | --></ | ||
+ | < | ||
+ | == Mesh Editing / Mesh Segmentation/ | ||
+ | {{ : | ||
- | == Integrating PR2 in the Unreal Game Engine Framework (BA/MA)== | + | |
- | {{ : | + | |
+ | Requirements: | ||
+ | * Good knowledge in 3D Modeling | ||
+ | * Familiar with Blender / Maya (or other) | ||
+ | |||
+ | Contact: [[team/ | ||
+ | --></ | ||
+ | |||
+ | < | ||
+ | == 3D Model / Material / Lightning Developer (Student Job / HiWi)== | ||
+ | {{ : | ||
+ | |||
+ | Developing and improving existing 3D models in Blender / Maya (or other). Importing the models in Unreal Engine, where the Materials and Lightning should be improved to be close as possible to realism. | ||
+ | |||
+ | 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: | ||
+ | --></ | ||
+ | |||
+ | < | ||
+ | == Integrating PR2 in the Unreal Game Engine Framework (BA/MA/HiWi)== | ||
+ | {{ : | ||
Integrating the [[https:// | Integrating the [[https:// | ||
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- | == Realistic Grasping using Unreal Engine (BA/MA) == | + | == Realistic Grasping using Unreal Engine (BA/MA/HiWi) == |
{{ : | {{ : | ||
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* Good knowledge of the Unreal Engine API. | * Good knowledge of the Unreal Engine API. | ||
* Experience with skeletal control / animations / 3D models in Unreal Engine. | * Experience with skeletal control / animations / 3D models in Unreal Engine. | ||
+ | * Familiar with version-control systems (git) | ||
+ | * Able to work independently with minimal supervision | ||
Contact: [[team/ | Contact: [[team/ | ||
+ | --></ | ||
- | == Kitchen Activity Games in a Realistic Robotic Simulator | + | < |
- | {{ :research:gz_env1.png?200|}} | + | == Unreal Engine Editor Developer |
+ | {{ :research:unreal_editor.png?150|}} | ||
+ | |||
+ | Creating new user interfaces (panel customization) for various internal plugins using the Unreal C++ framework [[https:// | ||
- | Developing new activities and improving the current simulation framework done under the [[http:// | ||
Requirements: | Requirements: | ||
- | * Good programming skills in C/C++ | + | * Good C++ programming skills |
- | * Basic physics/rendering engine knowledge | + | * Familiar with the [[https:// |
- | * Gazebo simulator basic tutorials | + | * Familiar with Unreal Engine API |
+ | * Familiar with version-control systems (git) | ||
+ | * Able to work independently with minimal supervision | ||
Contact: [[team: | Contact: [[team: | ||
+ | |||
+ | |||
+ | |||
+ | == OpenEASE rendering in Unreal Engine (BA/MA Thesis, Student Job / HiWi)== | ||
+ | |||
+ | |||
+ | Implmenting the rendering of the [[https:// | ||
+ | |||
+ | Requirements: | ||
+ | * Good C++ programming skills | ||
+ | * Familiar with Unreal Engine API | ||
+ | * 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: | ||
+ | --></ |
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