2 citations · 3 across the 4 of their papers we have counts for
6 papers
Fast and Automatic Object Registration for Human-Robot Collaboration in Industrial Manufacturing
Manuela Geiß, Martin Baresch, Georgios Chasparis +3
We present an end-to-end framework for fast retraining of object detection models in human-robot-collaboration. Our Faster R-CNN based setup covers the whole workflow of automatic…
Aspiration-based Perturbed Learning Automata
Georgios C. Chasparis
This paper introduces a novel payoff-based learning scheme for distributed optimization in repeatedly-played strategic-form games. Standard reinforcement-based learning exhibits se…
Learning-based Dynamic Pinning of Parallelized Applications in Many-Core Systems
Georgios C. Chasparis, Vladimir Janjic, Michael Rossbory
Motivated by the need for adaptive, secure and responsive scheduling in a great range of computing applications, including human-centered and time-critical applications, this paper…
An Evolutionary Stochastic-Local-Search Framework for One-Dimensional Cutting-Stock Problems
Georgios C. Chasparis, Michael Rossbory, Verena Haunschmid
We introduce an evolutionary stochastic-local-search (SLS) algorithm for addressing a generalized version of the so-called 1/V/D/R cutting-stock problem. Cutting-stock problems are…
Stochastic Stability Analysis of Perturbed Learning Automata with Constant Step-Size in Strategic-Form Games
Georgios C. Chasparis
This paper considers a class of reinforcement-learning that belongs to the family of Learning Automata and provides a stochastic-stability analysis in strategic-form games. For thi…
Efficient Dynamic Pinning of Parallelized Applications by Distributed Reinforcement Learning
Georgios C. Chasparis, Michael Rossbory
This paper introduces a resource allocation framework specifically tailored for addressing the problem of dynamic placement (or pinning) of parallelized applications to processing…