Search Results for author: Alexander Kister

Found 6 papers, 1 papers with code

Robustness in Fatigue Strength Estimation

no code implementations2 Dec 2022 Dorina Weichert, Alexander Kister, Sebastian Houben, Gunar Ernis, Stefan Wrobel

Fatigue strength estimation is a costly manual material characterization process in which state-of-the-art approaches follow a standardized experiment and analysis procedure.

Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs

no code implementations13 Jun 2022 Nathalie Paul, Tim Wirtz, Stefan Wrobel, Alexander Kister

We propose the introduction of a so-called pool in the system which serves as a collection point for unvisited nodes.

Multi-agent Reinforcement Learning

Bayesian Optimization for Min Max Optimization

1 code implementation29 Jul 2021 Dorina Weichert, Alexander Kister

We propose algorithms that perform Min Max Optimization in a setting where the function that should be optimized is not known a priori and hence has to be learned by experiments.

Bayesian Optimization

Monte Carlo Tree Search for high precision manufacturing

no code implementations28 Jul 2021 Dorina Weichert, Felix Horchler, Alexander Kister, Marcus Trost, Johannes Hartung, Stefan Risse

Monte Carlo Tree Search (MCTS) has shown its strength for a lot of deterministic and stochastic examples, but literature lacks reports of applications to real world industrial processes.

Vocal Bursts Intensity Prediction

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