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Papers matching “model learning” 1,032

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What model does MuZero learn?
2023 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Jinke He, Thomas M. Moerland

0

citations
What Do Temporal Graph Learning Models Learn?
2025 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Abigail J. Hayes, Tobias Schumacher, Markus Strohmaier

0

citations
Iterative Model-Learning Scheme via Gaussian Processes for Nonlinear Model Predictive Control of (Semi-)Batch Processes
2026 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Tai Xuan Tan, Alexander Mitsos, Eike Cramer

0

citations
Exploring hyper-parameter spaces of neuroscience models on high performance computers with Learning to Learn
2022 arXiv (Cornell University) preprint Neuroscience Neural dynamics and brain function Open access

Alper Yegenoglu, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aarón Pérez Martín, +4 more

0

citations
An Interpretable Machine Learning Model with Deep Learning-based Imaging Biomarkers for Diagnosis of Alzheimer's Disease
2023 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access

Wenjie Kang, Bo Li, Janne M. Papma, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, +6 more

1

citations
All Models are Wrong, Knowing Where is Useful: On Model Uncertainty in Reinforcement Learning
2026 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Bernd Frauenknecht, Devdutt Subhasish, Artur Eisele, Friedrich Solowjow, Sebastian Trimpe

0

citations
Histological triage of early-stage mycosis fungoides using a weakly supervised deep learning-based model: a multicentre, external validation, and clinical utility study
2026 medRxiv preprint Medicine Cutaneous lymphoproliferative disorders research Open access

Thom Doeleman, Siemen Brussee, P. Valkema, Werner Kempf, Maarten H. Vermeer, Jesper Kers, +14 more

0

citations
Model-based Reinforcement Learning: A Survey
2020 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Thomas M. Moerland, Joost Broekens, Aske Plaat, Catholijn M. Jonker

82

citations
High-Accuracy Model-Based Reinforcement Learning, a Survey
2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Aske Plaat, Walter A. Kosters, Mike Preuß

5

citations
A new model of decision processing in instrumental learning tasks
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural and Behavioral Psychology Studies Open access

Steven Miletić, Russell James Boag, Anne C. Trutti, Birte U. Forstmann, Andrew Heathcote

7

citations
Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey
2020 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Aske Plaat, Walter A. Kosters, Mike Preuß

6

citations
Prediction models with survival data: a comparison between machine learning and the Cox proportional hazards model
2022 medRxiv preprint Mathematics Statistical Methods and Inference Open access

Audinga‐Dea Hazewinkel, Hans A. J. Gelderblom, Marta F. Fiocco

8

citations
Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines
2022 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Saeid Shahpouri, Alexander Winkler, Eugen Nuss

0

citations
Validation of a deep learning model for automatic segmentation of skeletal muscle and adipose tissue on L3 abdominal CT images
2023 medRxiv preprint Computer Science Medical Image Segmentation Techniques Open access

David P.J. van Dijk, Leroy Volmer, Ralph Brecheisen, Ross Dean Dolan, Adam S. Bryce, David Kuang-Fu Chang, +7 more

5

citations
Deep learning model for prenatal congenital heart disease (CHD) screening generalizes to the community setting and outperforms clinical detection
2023 medRxiv preprint Medicine Congenital Heart Disease Studies Open access

Chinmayee Athalye, Amber E. L. van Nisselrooij, Sara Rizvi, Monique C. Haak, Anita J. Moon‐Grady, Rima Arnaout

2

citations
Predicting clinical drug response from model systems by non-linear subspace-based transfer learning
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access

Soufiane M. C. Mourragui, Marco Loog, Daniël J. Vis, Kat S Moore, Anna G. Manjón, Mark A. van de Wiel, +2 more

9

citations
End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning
2025 medRxiv preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access

Asier Rabasco Meneghetti, Marta Ligero, Steffen Löck, Zunamys Itzell Carrero, Raquel Pérez-López, Keno K. Bressem, +5 more

0

citations
Copula-based synthetic data generation for machine learning emulators in weather and climate: application to a simple radiation model
2021 preprint Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access cited by 1 patent

Thomas Nagler, Robin James Hogan

12

citations
A machine learning model for nuclear Hessians based on GFN2-xTB-derived atomistic features
2026 ChemRxiv preprint Materials Science Machine Learning in Materials Science Open access

Gereon Feldmann, Pit Steinbach, Christoph Bannwarth

0

citations
Creating a Real-Time Capable Surrogate Model of a Wind Turbine Using Machine Learning
2024 preprint Engineering Wind Energy Research and Development Open access

Stefan Witter, Ralf Schelenz, Georg Jacobs

0

citations
Benchmarking five physics-guided machine learning approaches for model predictive control in building energy systems
2026 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

Patrick Henkel, Martin Rätz, Dirk Müller

0

citations
Deep Learning based Model Predictive Control for Compression Ignition Engines
2022 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Saeid Shahpouri, Alexander Winkler, Eugen Nuss, Dirk Abel, Jakob Andert, +2 more

3

citations
Weakly supervised machine learning for model-agnostic searches of new phenomena in the $γ$-ray sky
2026 arXiv (Cornell University) preprint Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

Michael Krämer, Silvia Manconi, Kathrin Nippel

0

citations
EnKF-based fusion of site-available machine learning air quality predictions from RFSML v1.0 and gridded chemical transport model forecasts from GEOS-Chem v13.1.0
2023 preprint Environmental Science Air Quality Monitoring and Forecasting Open access

Jianbing Jin, Arjo J. Segers, Ke Li, Bufan Xu, Wei Han, Mijie Pang, +2 more

0

citations
Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion
2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Julian Bedei, Alexander Winkler, Murray McBain, Charles Robert Koch, David C. Gordon

0

citations