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Papers matching “model learning” 78

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What Model Does MuZero Learn?
2024 Frontiers in artificial intelligence and applications book-chapter Computer Science Reinforcement Learning in Robotics Open access

Jinke He, Thomas M. Moerland, Joery A. de Vries, Frans A. Oliehoek

1

citations
Model-Based Reinforcement Learning
2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics cited by 1 patent

Aske Plaat

2

citations
Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling
2023 Journal of Intelligent Manufacturing book-chapter Engineering Metallurgy and Material Forming Open access cited by 1 patent

Christian Idzik, Achim Kramer, G. Hirt, Johannes Lohmar

22

citations
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III—Model Evaluation and Other Points of Significance
2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

Victor E. Staartjes, Julius M. Kernbach

13

citations
MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat
2022 CentAUR (University of Reading) book-chapter Computer Science Model-Driven Software Engineering Techniques Open access

Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe⋆, Armin Moin, Atta Badii, +2 more

3

citations
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I—Introduction and General Principles
2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

Julius M. Kernbach, Victor E. Staartjes

13

citations
Physics for deep learning
2025 Cambridge University Press eBooks book-chapter Computer Science Quantum Computing Algorithms and Architecture

Kaelan Donatella, Juan Carrasquilla, Marylou Gabrié, Evert van Nieuwenburg, Filippo Vicentini, Lei Wang, +4 more

0

citations
Reinforcement Learning for Quality-Oriented Production Process Parameter Optimization Based on Predictive Models
2023 Advances in transdisciplinary engineering book-chapter Computer Science Reinforcement Learning in Robotics Open access

Akshay Paranjape, Nils Plettenberg, Markus Ohlenforst, Robert Heinrich Schmitt

2

citations
Towards Interpretable Machine Learning in EEG Analysis
2021 Studies in health technology and informatics book-chapter Neuroscience EEG and Brain-Computer Interfaces Open access

Maged Mortaga, Alexander Brenner, Ekaterina Kutafina

10

citations
Outlook for General Model Independent Searches
2020 SpringerBriefs in physics book-chapter Physics and Astronomy Particle physics theoretical and experimental studies

S. Ghosh, Thomas Hebbeker, T. Pook

1

citations
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II—Generalization and Overfitting
2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

Julius M. Kernbach, Victor E. Staartjes

182

citations
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part IV—A Practical Approach to Binary Classification Problems
2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

Victor E. Staartjes, Julius M. Kernbach

1

citations
Machine learning with classical data
2025 Cambridge University Press eBooks book-chapter Computer Science Quantum Computing Algorithms and Architecture Open access

Sam McArdle, Mario Berta, Chi-Fang Chen, Connor T. Hann, Aleksander Kubica, Grant Salton, +1 more

0

citations
Basics of machine learning
2025 Cambridge University Press eBooks book-chapter Computer Science Machine Learning and Algorithms Open access

Borja Requena, Kaelan Donatella, Juan Carrasquilla, Evert van Nieuwenburg, Giuseppe Carleo, Eliška Greplová, +2 more

0

citations
From Repackaged Learning to Policy Failure: Lessons from Exporting the Chilean Pension Reform
2026 International series on public policy book-chapter Social Sciences Policy Transfer and Learning Open access

Achim Kemmerling, Kristin Makszin

0

citations
Deep learning for quantum sciences: Selected topics
2025 Cambridge University Press eBooks book-chapter Computer Science Quantum Computing Algorithms and Architecture

Borja Requena, Kaelan Donatella, Juan Carrasquilla, Marylou Gabrié, Evert van Nieuwenburg, Filippo Vicentini, +5 more

0

citations
Optimizing Machine Learning for the Detection of Splashing Sounds for Automatic Monitoring of Fish Spawning
2026 Springer eBooks book-chapter Computer Science Music and Audio Processing Open access

Line Weiss, Lisa Dörner, Vincent S. Kather, Max de Koning, Kees te Velde, Ine S. Pauwels, +2 more

0

citations
Reuse of OER, a Process Model Approach
2023 Springer eBooks book-chapter Computer Science Open Education and E-Learning Open access

Robert Schuwer, Marjon Baas

5

citations
Controllability of Continuous Networks and a Kernel-Based Learning Approximation
2025 Dynamic modeling and econometrics in economics and finance book-chapter Physics and Astronomy Model Reduction and Neural Networks Open access

Michaël Herty, Chiara Segala, Giuseppe Visconti

1

citations
Development and Implementation of the Data Science Learning Platform for Research Physician
2022 Studies in health technology and informatics book-chapter Health Professions Electronic Health Records Systems Open access

Lejla Begic Fazlic, Marvin Schacht, Marlies Morgen, Anke Schmeink, Robert Lipp, Lukas Märtin, +3 more

0

citations
Optimizing Machine Learning for the Detection of Splashing Sounds for Automatic Monitoring of Fish Spawning
2026 Springer eBooks book-chapter Computer Science Music and Audio Processing Open access

Line Weiss, Lisa Dörner, Vincent S. Kather, Max de Koning, Kees te Velde, Ine Pauwels, +2 more

0

citations
A Calculator for the Maturity Model for Medical Patient Registries – Lessons Learned
2025 Studies in health technology and informatics book-chapter Health Professions Electronic Health Records Systems Open access

Tobias C. von Brevern, Duc Bui Tien, Marie Habermann, Bogdan Noskov, Lucas Pilz, Jonas Bienzeisler, +3 more

0

citations
Bridge damage evaluation model based on vehicle excitation and ML
2024 CRC Press eBooks book-chapter Engineering Structural Health Monitoring Techniques Open access

Zhihua Xiong, Tuotuo Cong, Wenhao Zhang, Zhuoxi Liang

0

citations
A Probabilistic Model for Feedback on Teachers’ Instructional Effectiveness: Its Potential and the Challenge of Combining Multiple Perspectives
2021 Springer eBooks book-chapter Social Sciences Evaluation of Teaching Practices Open access

Rikkert M. van der Lans

0

citations
Metalearning in Ensemble Methods
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

3

citations