Institute for Artificial Intelligence

Research in Artificial Intelligence and Perception for Autonomous Mobile Robots

Technologies
python, ros, c++, lisp, prolog
Topics
machine learning, artificial intelligence, robotics, knowledge representation, robot perception
Research in Artificial Intelligence and Perception for Autonomous Mobile Robots

The Institute for Artificial Intelligence (IAI) at the University of Bremen, Germany, headed by Prof. Michael Beetz, investigates methods for cognition-enabled robot control. The research is at the intersection of robotics and Artificial Intelligence (AI) and includes methods for intelligent perception, dexterous object manipulation, plan-based robot control and knowledge representation for robots. Robots performing complex tasks in open domains, such as assisting humans in a household or collaboratively assembling products in a factory, need to have cognitive capabilities for interpreting their sensor data, understanding scenes, selecting and parametrizing their actions, recognizing and handling failures and interacting with humans. IAI develops solutions for these kinds of issues, implements and test them on the robots in our laboratory. A particular focus of the group is on the integration of individual methods into complete cognition-enabled robot control systems and the release of the developed software as open-source libraries.

2017 Program

Successful Projects

Contributor
Mykola Dolhyi
Mentor
Jan-Hendrik, Ferenc Balint-Benczedi
Organization
Institute for Artificial Intelligence
Multi-modal cluttered scene analysis in knowledge intensive scenarios
The objective of the project is to improve accuracy of objects' descriptions generated by the RoboSherlock package in difficult environments. Glossy...
Contributor
Marcel Meier
Mentor
Gheorghe Lisca
Organization
Institute for Artificial Intelligence
Realistic Grasping using Unreal Engine
Realistic Grasping using Unreal Engine Grasping different items in virtual reality can be very tricky, regarding physics and animation. There are...
Contributor
Yousaf
Mentor
Andrei Haidu
Organization
Institute for Artificial Intelligence
Topic 3: ROS with PR2 integration in Unreal Engine
This project aims to bring a state of the art robotic framework (ROS) into a popular and well known video game engine (UE 4). It consists primarily...
Contributor
Yilong Li
Mentor
Andrei Haidu, Gayane Kazhoyan
Organization
Institute for Artificial Intelligence
ROS with PR2 integration in Unreal Engine
Robot simulators are essential tools for robot design and robotics algorithm development. We are going to build a simulator of PR2 Robot in Unreal...
Contributor
An T. Le
Mentor
Jan-Hendrik, Ferenc Balint-Benczedi
Organization
Institute for Artificial Intelligence
Multi-modal Cluttered Scene Analysis in Knowledge Intensive Scenarios
This project implements Object Segmentation approaches based on Symmetry Constraints in knowledge intensive scenarios. The final documentation...