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Metzen, Jan Hendrik [Author]

Learning the structure of continuous Markov decision processes

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2014
Elsken, Thomas [Author]; Metzen, Jan Hendrik [Author]; Hutter, Frank [Author]

Neural architecture search: a survey

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University of Freiburg: FreiDok, 2019

Published in: Journal of machine learning research : JMLR. - 20, 55 (2019) , 1 - 21, ISSN: 1532-4435
Elsken, Thomas [Author]; Metzen, Jan Hendrik [Author]; Hutter, Frank [Author]

Efficient multi-objective neural architecture search via Lamarckian evolution

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University of Freiburg: FreiDok, 2018
Metzen, Jan Hendrik [Author] ; Kirchner, Frank [Degree supervisor]; Kreowski, Hans-Jörg [Degree supervisor]

Learning the Structure of Continuous Markov Decision Processes

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Bremen: Staats- und Universitätsbibliothek Bremen, 2014
Metzen, Jan Hendrik

Advanced Information Systems Engineering: Learning Graph-Based Representations for Continuous Reinforcement Learning Domains

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Springer Berlin Heidelberg, 2013

Published in: Advanced Information Systems Engineering (2013), Seite 81-96
Fabisch, Alexander; Metzen, Jan Hendrik; Krell, Mario Michael; Kirchner, Frank

Accounting for Task-Difficulty in Active Multi-Task Robot Control Learning

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Springer Science and Business Media LLC, 2015

Published in: KI - Künstliche Intelligenz, 29 (2015) 4, Seite 369-377
Metzen, Jan Hendrik; Kim, Su Kyoung; Kirchner, Elsa Andrea

Lecture Notes in Computer Science: Minimizing Calibration Time for Brain Reading

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Springer Berlin Heidelberg, 2011

Published in: Lecture Notes in Computer Science (2011), Seite 366-375
Metzen, Jan Hendrik; Edgington, Mark; Kassahun, Yohannes; Kirchner, Frank

Parallel Problem Solving from Nature – PPSN X: Evolving Neural Networks for Online Reinforcement Learning

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Springer Berlin Heidelberg, 2008

Published in: Parallel Problem Solving from Nature – PPSN X (2008), Seite 518-527
Gutzeit, Lisa; Fabisch, Alexander; Otto, Marc; Metzen, Jan Hendrik; Hansen, Jonas; Kirchner, Frank; Kirchner, Elsa Andrea

The BesMan Learning Platform for Automated Robot Skill Learning

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Frontiers Media SA, 2018

Published in: Frontiers in Robotics and AI, 5 (2018)
Metzen, Jan Hendrik; Fabisch, Alexander; Senger, Lisa; de Gea Fernández, José; Kirchner, Elsa Andrea

Towards Learning of Generic Skills for Robotic Manipulation

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Springer Science and Business Media LLC, 2014

Published in: KI - Künstliche Intelligenz, 28 (2014) 1, Seite 15-20
Metzen, Jan Hendrik; Kröger, Tim; Schenk, Andrea; Zidowitz, Stephan; Peitgen, Heinz-Otto; Jiang, Xiaoyi

Matching of anatomical tree structures for registration of medical images

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Elsevier BV, 2009

Published in: Image and Vision Computing, 27 (2009) 7, Seite 923-933
Kassahun, Yohannes; de Gea, Jose; Metzen, Jan Hendrik; Edgington, Mark; Kirchner, Frank

Lecture Notes in Computer Science: EANT+KALMAN: An Efficient Reinforcement Learning Method for Continuous State Partially Observable Domains

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Springer Berlin Heidelberg, 2008

Published in: Lecture Notes in Computer Science (2008), Seite 241-248
Römmermann, Malte; Edgington, Mark; Metzen, Jan Hendrik; de Gea, Jose; Kassahun, Yohannes; Kirchner, Frank

Parallel Problem Solving from Nature – PPSN X: Learning Walking Patterns for Kinematically Complex Robots Using Evolution Strategies

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Springer Berlin Heidelberg, 2008

Published in: Parallel Problem Solving from Nature – PPSN X (2008), Seite 1091-1100
Kassahun, Yohannes; Metzen, Jan Hendrik; de Gea, Jose; Edgington, Mark; Kirchner, Frank

Lecture Notes in Computer Science: A General Framework for Encoding and Evolving Neural Networks

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Springer Berlin Heidelberg, 2007

Published in: Lecture Notes in Computer Science (2007), Seite 205-219
Mohan, Rohit; Elsken, Thomas; Zela, Arber; Metzen, Jan Hendrik; Staffler, Benedikt; Brox, Thomas; Valada, Abhinav; Hutter, Frank

Neural Architecture Search for Dense Prediction Tasks in Computer Vision

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Springer Science and Business Media LLC, 2023

Published in: International Journal of Computer Vision, 131 (2023) 7, Seite 1784-1807
Kassahun, Yohannes; Yu, Bingbin; Tibebu, Abraham Temesgen; Stoyanov, Danail; Giannarou, Stamatia; Metzen, Jan Hendrik; Vander Poorten, Emmanuel

Erratum to: Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions

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Springer Science and Business Media LLC, 2016

Published in: International Journal of Computer Assisted Radiology and Surgery, 11 (2016) 5, Seite 847-847
Kassahun, Yohannes; Yu, Bingbin; Tibebu, Abraham Temesgen; Stoyanov, Danail; Giannarou, Stamatia; Metzen, Jan Hendrik; Vander Poorten, Emmanuel

Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions

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Springer Science and Business Media LLC, 2016

Published in: International Journal of Computer Assisted Radiology and Surgery, 11 (2016) 4, Seite 553-568
Krell, Mario M.; Straube, Sirko; Seeland, Anett; Wöhrle, Hendrik; Teiwes, Johannes; Metzen, Jan H.; Kirchner, Elsa A.; Kirchner, Frank

pySPACE—a signal processing and classification environment in Python

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Frontiers Media SA, 2013

Published in: Frontiers in Neuroinformatics, 7 (2013)

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