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Entwicklung einer Methode zum Einsatz von Reinforcement Learning für die dynamische Fertigungsdurchlaufsteuerung
Published 2023Subjects: “…Produktionssteuerung; Reinforcement Learning; Künstliche Intelligenz; Terminierung; Production control; artificial intelligence; scheduling…”
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Electronic Book Chapter -
3
Methoden des bestärkenden Lernens für die Produktionsablaufplanung
Published 2023Subjects: OAPEN Library: download the publication
OAPEN Library: description of the publication
Electronic Book Chapter -
4
Self-Learning Longitudinal Control for On-Road Vehicles
Published 2023Subjects: “…Regelungstechnik; Künstliche Intelligenz; Fahrzeugregelung; Längsdynamik; Bestärkendes Lernen; Control Theory; Artificial Intelligence; Vehicle Control; Longitudinal Dynamics; Reinforcement Learning…”
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5
Modellfreies Lernen optimaler zeitdiskreter Regelungsstrategien für Fertigungsprozesse mit endlichem Zeithorizont
Published 2022Subjects: “…Maschinelles Lernen; Entscheidungsoptimierung; Bestärkendes Lernen; Prozesspfadoptimierung; Optimale Regelung; machine learning; reinforcement learning; decision optimization; process optimization; optimal control…”
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Electronic Book Chapter -
6
Hyperparameter Tuning for Machine and Deep Learning with R A Practical Guide
Published 2023Subjects: OAPEN Library: download the publication
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7
Adaptive Dynamic Programming: Solltrajektorienfolgeregelung und Konvergenzbedingungen
Published 2022Subjects: “…Adaptive Dynamic Programming (ADP); Reinforcement Learning (RL); Persistent Excitation (PE); adaptive Optimalregelung; lernende Regler; KI; Adaptive Optimal Control; Learning-Based Control; AI…”
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8
AI based Robot Safe Learning and Control
Published 2020Subjects: OAPEN Library: download the publication
OAPEN Library: description of the publication
Electronic Book Chapter -
9
Elements of Causal Inference Foundations and Learning Algorithms
Published 2017Subjects: OAPEN Library: download the publication
OAPEN Library: description of the publication
Electronic Book Chapter