217 Einträge « 1 von 5 »

2018

Konen, Wolfgang

General Board Game Playing as Educational Tool for AI Competition and Learning Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) TH Köln - University of Applied Science, 2018, (submitted to IEEE Trans. on Games, preprint available at http://www.gm.fh-koeln.de/ciopwebpub/Kone18a.d/ToG-GBG.pdf).

Links | BibTeX | Schlagwörter: CI, Game Learning, GBG, general game playing, learning, optimization, Reinforcement learning

2017

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

Comparing Kriging and Radial Basis Function Surrogates Inproceedings

Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 27. Workshop Computational Intelligence, S. 243-259, Universitätsverlag Karlsruhe, 2017.

Links | BibTeX | Schlagwörter: CI, constraints, Kriging, MONREP, optimization, surrogate models

Bagheri, Samineh; Konen, Wolfgang; Allmendinger, Richard; Branke, Jürgen; Deb, Kalyanmoy; Fieldsend, Jonathan; Quagliarella, Domenico; Sindhya, Karthik

Constraint Handling in Efficient Global Optimization Inproceedings

Bosman, Peter A N (Hrsg.): Genetic and Evolutionary Computation Conference 2017 (GECCO'17), Berlin, S. 1, ACM, 2017.

Links | BibTeX | Schlagwörter: CI, constraints, Kriging, MONREP, optimization, surrogate models

Konen, Wolfgang

The GBG Class Interface Tutorial: General Board Game Playing and Learning Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) TH Köln - University of Applied Science, 2017, (e-print published at http://www.gm.fh-koeln.de/ciopwebpub/Kone17a.d/TR-GBG.pdf).

Links | BibTeX | Schlagwörter: CI, Game Learning, GBG, general game playing, learning, optimization, Reinforcement learning

Bagheri, Samineh; Konen, Wolfgang; Emmerich, Michael; Bäck, Thomas

Self-adjusting parameter control for surrogate-assisted constrained optimization under limited budgets Artikel

Applied Soft Computing, 61 , S. 377–393, 2017, ISSN: 1568-4946.

Links | BibTeX | Schlagwörter: CI, constraints, MONREP, optimization, surrogate models

Galitzki, Kevin

Selbstlernende Agenten für das skalierbare Spiel Hex: Untersuchung verschiedener KI-Verfahren im GBG-Framework Abschlussarbeit

TH Köln -- University of Applied Sciences, 2017, (Bachelor thesis).

Links | BibTeX | Schlagwörter: BT-MT, CI, Game Learning, GBG, learning, optimization, Reinforcement learning

Kutsch, Johannes

KI-Agenten fur das Spiel 2048: Untersuchung von Lernalgorithmen für nichtdeterministische Spiele Abschlussarbeit

TH Köln -- University of Applied Sciences, 2017, (Bachelor thesis).

Links | BibTeX | Schlagwörter: BT-MT, CI, Game Learning, GBG, learning, optimization, Reinforcement learning

2016

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

Online Selection of Surrogate Models for Constrained Black-Box Optimization Inproceedings

Jin, Yaochu (Hrsg.): SSCI'2016, Athens, S. 1, IEEE, 2016, (Best Student Paper Award).

Links | BibTeX | Schlagwörter: CI, constraints, ensemble, MONREP, optimization

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

Equality Constraint Handling for Surrogate-Assisted Constrained Optimization Inproceedings

Tan, Kay Chen (Hrsg.): WCCI'2016, Vancouver, S. 1, IEEE, 2016.

Links | BibTeX | Schlagwörter: CI, constraints, MONREP, optimization

2015

Bagheri, Samineh; Konen, Wolfgang; Foussette, Christophe; Krause, Peter; Bäck, Thomas; Koch, Patrick

SACOBRA: Self-Adjusting Constrained Black-Box Optimization with RBF Inproceedings

Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 25. Workshop Computational Intelligence, S. 87-98, Universitätsverlag Karlsruhe, 2015, (Young Author Award GMA-CI).

Links | BibTeX | Schlagwörter: CI, constraints, MONREP, optimization

Konen, Wolfgang

Reinforcement Learning for Board Games: The Temporal Difference Algorithm Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Sciences, 2015.

Links | BibTeX | Schlagwörter: Game Learning, learning

Bagheri, Samineh; Thill, Markus; Koch, Patrick; Konen, Wolfgang

Online Adaptable Learning Rates for the Game Connect-4 Artikel

IEEE Transactions on Computational Intelligence and AI in Games, (accepted 11/2014) , S. 1, 2015.

Links | BibTeX | Schlagwörter: Game Learning, learning

Koch, Patrick; Bagheri, Samineh; Konen, Wolfgang; Foussette, Christophe; Krause, Peter; Bäck, Thomas

A New Repair Method For Constrained Optimization Inproceedings

Jiménez-Laredo, Juan Luis (Hrsg.): Proceedings of the 17th Genetic and Evolutionary Computation Conference, 2015, (accepted).

BibTeX | Schlagwörter: constraint, MONREP, optimization

Konen, Wolfgang

Reinforcement Learning für Brettspiele: Der Temporal Difference Algorithmus Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Sciences, 2015, (Updated version 2015).

Links | BibTeX | Schlagwörter: Game Learning, learning

Konen, Wolfgang

The rCMA Tutorial: Examples for using CMA-ES in R Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, 2015.

Links | BibTeX | Schlagwörter: constraint, MONREP, optimization, rCMA

2014

Bagheri, Samineh; Thill, Markus; Koch, Patrick; Konen, Wolfgang

Online Adaptable Learning Rates for the Game Connect-4 Forschungsbericht

CIplus (TR 03/2014), 2014, (Preprint version of the article in IEEE Transactions on Computational Intelligence and AI in Games, 2015).

Links | BibTeX | Schlagwörter: Game Learning, learning

Koch, Patrick; Bagheri, Samineh; Foussette, Christophe; Krause, Peter; Bäck, Thomas; Konen, Wolfgang

Constrained Optimization with a Limited Number of Function Evaluations Inproceedings

Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 24. Workshop Computational Intelligence, S. 119–134, Universitätsverlag Karlsruhe, 2014, (Young Author Award GMA-CI).

Links | BibTeX | Schlagwörter: MONREP, optimization

Koch, Patrick; Wagner, Tobias; Emmerich, Michael; Bäck, Thomas; Konen, Wolfgang

Efficient multi-criteria optimization on noisy machine learning problems Artikel

Applied Soft Computing, (accepted for publication) , S. 1, 2014.

Links | BibTeX | Schlagwörter: machine learning, TDMR

Konen, Wolfgang; Koch, Patrick

Adaptation in Nonlinear Learning Models for Nonstationary Tasks Inproceedings

Filipic, Bogdan (Hrsg.): PPSN'2014: 13th International Conference on Parallel Problem Solving From Nature, Ljubljana, Springer, Heidelberg, 2014.

Links | BibTeX | Schlagwörter: Game Learning, learning

Liebig, Kay N; Maslehaty, Homajoun; Petridis, Athanasios K; Konen, Wolfgang; Scholz, Martin

Comparison of two algorithms for the application of real time image mosaicking in neuroendoscopy Artikel

Journal of Neurosurgery, 121 (3), S. 688 – 699, 2014.

Abstract | BibTeX | Schlagwörter: BV-3D-Endo, computer vision, image mosaic, LogSearch algorithm, neuroendoscopy

Thill, Markus; Bagheri, Samineh; Koch, Patrick; Konen, Wolfgang

Temporal Difference Learning with Eligibility Traces for the Game Connect-4 Inproceedings

Preuss, Mike; Rudolph, Günther (Hrsg.): CIG'2014, International Conference on Computational Intelligence in Games, Dortmund, 2014.

Links | BibTeX | Schlagwörter: Game Learning, learning

Thill, Markus; Konen, Wolfgang

Connect-4 Game Playing Framework (C4GPF) Sonstige

2014.

Links | BibTeX | Schlagwörter: Game Learning, learning

2013

Faeskorn-Woyke, Heide; Konen, Wolfgang; Stahl, Hans

Zukunft der Informatik Buchkapitel mit eigenem Titel

Becker, Klaus; others, (Hrsg.): Die Wissenschaft von der Praxis denken - Festschrift für Joachim Metzner zum 70. Geburtstag, S. 238 – 250, Verlag H. Schmidt, Mainz, 2013.

Links | BibTeX | Schlagwörter:

Koch, Patrick; Konen, Wolfgang

Subsampling strategies in SVM ensembles Inproceedings

Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 23. Workshop Computational Intelligence, S. 119–134, Universitätsverlag Karlsruhe, 2013.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Stork, Jörg; Ramos, Ricardo; Koch, Patrick; Konen, Wolfgang

SVM ensembles are better when different kernel types are combined Inproceedings

Lausen, Berthold (Hrsg.): European Conference on Data Analysis (ECDA13), (under review), 2013.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Guerra, Ricardo Ramos; Stork, Jörg

Building and analyzing SVM ensembles with Bagging and AdaBoost on big data sets Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Sciences, (1/13), 2013.

Links | BibTeX | Schlagwörter: SVM

2012

Flasch, Oliver; Bartz-Beielstein, Thomas

A Framework for the Empirical Analysis of Genetic Programming System Performance Buchkapitel mit eigenem Titel

Riolo, Rick; Vladislavleva, Ekaterina; Moore, Jason H (Hrsg.): Genetic Programming Theory and Practice X, S. TBA, Springer, Ann Arbor, USA, 2012.

BibTeX | Schlagwörter:

Flasch, Oliver; Bartz-Beielstein, Thomas

Towards a Framework for the Empirical Analysis of Genetic Programming System Performance Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany, (05/12), 2012, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: GP

Friese, Martina; Bartz-Beielstein, Thomas; Vladislavleva, Katya; Flasch, Oliver; Mersmann, Olaf; Naujoks, Boris; Stork, Jörg; Zaefferer, Martin

Ensemble-Based Model Selection for Smart Metering Data (Abstract) Forschungsbericht

CIplus 2012.

BibTeX | Schlagwörter:

Koch, Patrick; Konen, Wolfgang

Efficient sampling and handling of variance in tuning data mining models Inproceedings

Coello, Carlos Coello A; Cutello, Vincenzo; others, (Hrsg.): PPSN'2012: 12th International Conference on Parallel Problem Solving From Nature, Taormina, S. 195–205, Springer, Heidelberg, 2012.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Koch, Patrick; Bischl, Bernd; Flasch, Oliver; Bartz-Beielstein, Thomas; Weihs, Claus; Konen, Wolfgang

Tuning and Evolution of Support Vector Kernels Artikel

Evolutionary Intelligence, 5 , S. 153–170, 2012.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Konen, Wolfgang; Koch, Patrick

The TDMR Framework: Tuned Data Mining in R Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (02/2012), 2012.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Konen, Wolfgang; Koch, Patrick

The TDMR Tutorial: Examples for Tuned Data Mining in R Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (03/2012), 2012.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Thill, Markus

Einsatz von N-Tupel-Systemen mit TD-Learning für strategische Brettspiele am Beispiel von Vier Gewinnt Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (01/12), 2012, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter:

Thill, Markus; Koch, Patrick; Konen, Wolfgang

Reinforcement learning with n-tuples on the game Connect-4 Inproceedings

Coello, Carlos Coello A; Cutello, Vincenzo (Hrsg.): PPSN'2012: 12th International Conference on Parallel Problem Solving From Nature, Taormina, S. 184–194, Springer, Heidelberg, 2012.

Links | BibTeX | Schlagwörter: SOMA

Zaefferer, Martin

Optimization and Empirical Analysis of an Event Detection Software for Water Quality Monitoring Abschlussarbeit

Cologne University of Applied Sciences, 2012.

Links | BibTeX | Schlagwörter:

Konen, Wolfgang; Koch, Patrick

The TDMR Package: Tuned Data Mining in R Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (02/2012), 2012.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Zaefferer, Martin; Bartz-Beielstein, Thomas; Friese, Martina; Naujoks, Boris; Flasch, Oliver

MSPOT: Multi-Criteria Sequential Optimization Forschungsbericht

CIplus (TR 2/2012), 2012.

BibTeX | Schlagwörter:

Zaefferer, Martin; Bartz-Beielstein, Thomas; Friese, Martina; Naujoks, Boris; Flasch, Oliver

Multi-Criteria Optimization for Hard Problems under Limited Budgets Inproceedings

Soule, Terry; Auger, Anne; Moore, Jason; Pelta, David; Solnon, Christine; Preuss, Mike; Dorin, Alan; Ong, Yew-Soon; Blum, Christian; Silva, Dario Landa; Neumann, Frank; Yu, Tina; Ekart, Aniko; Browne, Wil; Kovacs, Tim; Wong, Man-Leung; Pizzuti, Clara; Rowe, Jon; Friedrich, Tobias; Squillero, Giovanni; Bredeche, Nicolas; Smith, Stephen; Motsinger-Rei, Alison; Lozano, Jose; Pelikan, Martin; Meyer-Nienber, Silja; Igel, Christian; and, Greg Hornby (Hrsg.): GECCO Companion '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, S. 1451–1452, ACM, Philadelphia, Pennsylvania, USA, 2012, ISBN: 978-1-4503-1178-6.

Abstract | BibTeX | Schlagwörter:

Bartz-Beielstein, Thomas

Challenging Tasks in Real-World Optimization Buchkapitel mit eigenem Titel

Kacprzyk, Janusz; Pedrycz, Witold (Hrsg.): Handbook of Computational Intelligence, Springer, 2012.

BibTeX | Schlagwörter:

Bartz-Beielstein, T

Research Topics in Sequential Parameter Optimization Sonstige

Presentation --- ESF Workshop Rome, 2012.

BibTeX | Schlagwörter:

Bartz-Beielstein, Thomas

Spot Seven Sonstige

Presentation---ESF Workshop Rome, 2012.

BibTeX | Schlagwörter: SPOT

Bartz-Beielstein, Thomas; Flasch, Oliver; Zaefferer, Martin

Sequential Parameter Optimization for Symbolic Regression Inproceedings

Gustafson, Steven; Vladislavleva, Ekaterina (Hrsg.): GECCO 2012 Symbolic regression and modeling workshop, S. 495–496, ACM, Philadelphia, Pennsylvania, USA, 2012, ISBN: 978-1-4503-1178-6.

Abstract | BibTeX | Schlagwörter:

Bartz-Beielstein, Thomas; Friese, Martina; Naujoks, Boris; Zaefferer, Martin

SPOT Applied to Non-Stochastic Optimization Problems---An Experimental Study Inproceedings

Rodriguez, Katya; Blum, Christian (Hrsg.): GECCO 2012 Late breaking abstracts workshop, S. 645–646, ACM, Philadelphia, Pennsylvania, USA, 2012, ISBN: 978-1-4503-1178-6.

BibTeX | Schlagwörter: SPOT

Bartz-Beielstein, Thomas; Preuss, Mike; Zaefferer, Martin

Statistical Analysis of Optimization Algorithms with R Inproceedings

Ochoa, Gabriela (Hrsg.): GECCO 2012 Specialized techniques and applications tutorials, S. 1259–1286, ACM, Philadelphia, Pennsylvania, USA, 2012, ISBN: 978-1-4503-1178-6.

Abstract | BibTeX | Schlagwörter: optimization

Bartz-Beielstein, Thomas; Zaefferer, Martin

A Gentle Introduction to Sequential Parameter Optimization Forschungsbericht

CIplus (TR 01/2012), 2012.

BibTeX | Schlagwörter:

2011

Bartz-Beielstein, Thomas ; Friese, Martina ; Zaefferer, Martin ; Naujoks, Boris ; Flasch, Oliver ; Konen, Wolfgang ; Koch, Patrick

Noisy optimization with sequential parameter optimization and optimal computational budget allocation Inproceedings

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, S. 119–120, ACM, Dublin, Ireland, 2011, ISBN: 978-1-4503-0690-4.

Links | BibTeX | Schlagwörter:

Flasch, Oliver; Bartz-Beielstein, Thomas; 1, Daniel Bicker; Kantschik, Wolfgang; von Strachwitz, Christian

Results of the GECCO 2011 Industrial Challenge: Optimizing Foreign Exchange Trading Strategies Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science, (10/11), 2011, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: GeCCO, optimization

Friese, Martina; Zaefferer, Martin; Bartz-Beielstein, Thomas; Flasch, Oliver; Koch, Patrick; Konen, Wolfgang; Naujoks, Boris

Ensemble Based Optimization and Tuning Algorithms Inproceedings

Hoffmann, F; Hüllermeier, E (Hrsg.): Proceedings 21. Workshop Computational Intelligence, S. 119–134, Universitätsverlag Karlsruhe, 2011.

BibTeX | Schlagwörter: optimization

Friese, Martina ; Zaefferer, Martin ; Bartz-Beielstein Thomasand Flasch, Oliver ; Koch, Patrick ; Konen, Wolfgang ; Naujoks, Boris

Ensemble Based Optimization and Tuning Algorithms Inproceedings

Hoffmann, Frank ; Hüllermeier, Eyke (Hrsg.): Proceedings 21. Workshop Computational Intelligence, S. 119–134, Universitätsverlag Karlsruhe, 2011.

BibTeX | Schlagwörter: TDMR

217 Einträge « 1 von 5 »