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Prediction of wing buffet pressure loads using a convolutional and recurrent neural network framework

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Zahn, R. / Weiner, A. / Breitsamter, C. | Springer Verlag | 2024

Keywords: Deep learning

Learning-Based Parameter Optimization for a Class of Orbital Tracking Control Laws

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Bianchini, Gianni / Garulli, Andrea / Giannitrapani, Antonio et al. | Springer Verlag | 2024

Keywords: Learning

Trajectory Data-Driven Network Representation for Traffic State Prediction using Deep Learning

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Yasuda, Shohei / Katayama, Hiroki / Nakanishi, Wataru et al. | Springer Verlag | 2024

Keywords: Deep learning

Adaptive Traffic Control Using Cooperative Communication Through Visible Light

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Vieira, Manuel Augusto / Vieira, Manuela / Louro, Paula et al. | Springer Verlag | 2024

Keywords: Deep reinforcement learning model

Performance Comparison of Supervised and Reinforcement Learning Approaches for Separating Entanglements in a Bin-Picking Application

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Moosmann, Marius / Kaiser, Manuel / Rosport, Johannes et al. | Springer Verlag | 2023

Keywords: Machine Learning , Reinforcement Learning , Supervised Learning

Machine Learning as an Enabler for Automated Assistance Systems for the Classification of Tool Wear on Milling Tools

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Papenberg, Björn / Hogreve, Sebastian / Tracht, Kirsten | Springer Verlag | 2023

Keywords: Machine learning , Machine Learning

High Precision Peg-in-Hole Assembly Approach Based on Sensitive Robotics and Deep Recurrent Q-Learning

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Afifi, Nehal Atef / Schneider, Marco / Kanso, Ali et al. | Springer Verlag | 2023

Keywords: Deep Learning , Machine Learning

Using Meta-Learning to Reduce the Effort of Training New Workpiece Geometries for Entanglement Detection in Bin-Picking Applications

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Moosmann, Marius / Bleifuß, Julian / Rosport, Johannes et al. | Springer Verlag | 2023

Keywords: Machine Learning , Meta Learning

Towards Learning by Demonstration for Industrial Assembly Tasks

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Hernandez Moreno, Victor / Carmichael, Marc G. / Deuse, Jochen | Springer Verlag | 2023

Keywords: Learning by Demonstration , Machine Learning

Evaluation of the Ergonomic Potential of Adaptive Assembly Jigs for Large-Scale Products Using Human Modelling

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Hogreve, Sebastian / Wallmeier, Hannah / Tracht, Kirsten | Springer Verlag | 2023

Keywords: Machine Learning

Generalized Model for the Optimization of a LIFO Topology Storage Using a Metaheuristic Algorithm

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Kuhn, Dominik / Adelsbach, Jan / Karkowski, Martin et al. | Springer Verlag | 2023

Keywords: Machine Learning

Living Earth—A Methodology for Modeling the Environment of Construction Sites Via Digital Twins

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Bliznyuk, Artem / Schluse, Michael / Roßmann, Jürgen | Springer Verlag | 2023

Keywords: Machine Learning

Verification and Integration of Safety Systems for Industrial Robot Cells Using Laser-Based Distance Measurement and Augmented Reality

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Seim, Patrick / Theren, Benedict / Kutschinski, Jürgen et al. | Springer Verlag | 2023

Keywords: Machine Learning

Accuracy Examination of a Flexible Pin Gripper for Forging Applications

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Ince, Caner-Veli / Geggier, Jan / Raatz, Annika | Springer Verlag | 2023

Keywords: Machine Learning

Detection and Handling of Dynamic Scenes During an Active Vision Process for Object Recognition Using a Boundary Representation

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Rohner, Dorian / Hartwig, Johannes / Henrich, Dominik | Springer Verlag | 2023

Keywords: Machine Learning

Input and Tracking System for Augmented Reality-Assisted Robot Programming

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Brand, Michael / Gravert, Marvin / Wulff, Lukas Antonio et al. | Springer Verlag | 2023

Keywords: Machine Learning

Empirically Adapted Model for the Handling of Variable Geometries with Vacuum-Based Granulate Grippers

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Wacker, Christian / Dierks, Niklas / Joana, Illgen et al. | Springer Verlag | 2023

Keywords: Machine Learning

Automated Stack Singulation for Technical Textiles Using Sensor Supervised Low Pressure Suction Grippers

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Wirth, Benjamin / Schwind, Tizian / Friedmann, Marco et al. | Springer Verlag | 2023

Keywords: Machine Learning

Scenario-Driven Data Generation with Experimentable Digital Twins

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Maqbool, Osama / Roßmann, Jürgen | Springer Verlag | 2023

Keywords: Machine Learning

Visual Programming of Robot Tasks with Product and Process Variety

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Riedelbauch, Dominik / Sucker, Sascha | Springer Verlag | 2023

Keywords: Machine Learning