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Displaying 1 - 17 of 17
Automatic Code Parallelization
The Software-Factory 4.0 (SF4.0) is a 4-year LOEWE1 project funded by the German State of Hesse and involves several ...
IngenieurwissenschaftenInformatik
Correctness Checking of MPI Derived Datatypes Using TypeART
The message passing interface (MPI) is the de-facto standard for distributed high performance computing. However, it ...
IngenieurwissenschaftenInformatik
Designing an Efficient Neural Architecture Search
Within the last decade, deep neural networks have attracted much attention from academia and industry. Such a wide ...
IngenieurwissenschaftenInformatik
Distributionally Robust Trajectory Optimization Under Uncertain Dynamics via Relative-Entropy Trust Regions
Trajectory optimization and model predictive control are essential techniques underpinning advanced robotic applications ...
IngenieurwissenschaftenInformatik
Effect of Infinite Time-Horizons on Genetic Algorithms
Genetic Algorithms (GAs) are a popular heuristic optimization method inspired by biological evolution. We implemented a ...
IngenieurwissenschaftenInformatik-
Inverse Reinforcement Learning by Matching Feature Distributions
Reinforcement Learning is a powerful approach to achieve optimal behaviour. However, it typically requires a manual ...
Engineering SciencesComputer Science 
Learning Physically Interactive Behaviours for Human-Robot Interaction
Modeling interaction dynamics to generate robot trajectories that enable a robot to adapt and react to a human’s actions ...
IngenieurwissenschaftenInformatik
Measure-Valued Derivatives for Reinforcement Learning
Reinforcement learning methods for robotics are increasingly successful due to the constant development of better policy ...
IngenieurwissenschaftenInformatik
Modeling of Large Proteins in DNA Repair
DNA-PKcs is a gateway protein of the Non-Homologous End Joining DNA Repair Pathway. Which is the process of repairing ...
NaturwissenschaftenIngenieurwissenschaftenInformatik-
Noise Resilient Empirical Performance Modeling with Deep Neural Networks
Empirical performance modeling is a proven instrument to analyze the scaling behavior of HPC applications. Using a set ...
IngenieurwissenschaftenInformatik 
Scalability of OpenMP
This project is concerned with promoting a more efficient usage of the HPC Systems. The two major technologies used to ...
IngenieurwissenschaftenInformatik
When to Trust Your Model in Model-based Value Expansion?
Model-based value expansion methods promise to improve the quality of value function targets and, thereby, the ...
IngenieurwissenschaftenInformatik-
Automatische Hardwaresynthese für Löser von konvexen Optimierungsproblemen
Die konvexe Optimierung ist ein Teilgebiet der mathematischen Optimierung. Es gilt dabei eine bestimmte Größe ...
IngenieurwissenschaftenInformatik 
Grundlagen der Informatik III Lehre 2013/2014
Im Rahmen der Veranstaltung „Grundlagen der Informatik III“ (regulär im 3. Semester Bachelor Informatik und verwandten ...
IngenieurwissenschaftenInformatik
Management virtueller Maschinen in Linux High Performance Clustern
Traditionelle Linux High Performance Cluster (HPC) wie der Marburger Rechen-Cluster (MaRC2) basieren auf einem Verbund ...
NaturwissenschaftenMathematikIngenieurwissenschaftenInformatik
MATOG: Auto-Tuning On GPUs
In the last years, Graphics Processing Units (GPUs) have been increasingly used in many scientific applications. The ...
IngenieurwissenschaftenInformatik
Preference Based Reinforcement Learning
Reinforcement Learning [1] is a common approach for solving sequential decision problems. The basic idea is to view a ...
NaturwissenschaftenMathematikIngenieurwissenschaftenInformatik
