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1

Learning Team Strategies: Soccer Case Studies

Rafał P. Sałustowicz, Marco A. Wiering, Jürgen Schmidhuber

Journal:

Machine Learning

Year:

1998

Language:

english

File:

PDF, 162 KB

english, 1998

2

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Bayesian Reinforcement Learning

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 587 KB

english, 2012

3

Shifting Inductive Bias with Success-Story Algorithm, Adaptive Levin Search, and Incremental Self-Improvement

Jürgen Schmidhuber, Jieyu Zhao, Marco Wiering

Journal:

Machine Learning

Year:

1997

Language:

english

File:

PDF, 424 KB

english, 1997

4

Continuous residual reinforcement learning for traffic signal control optimization

Aslani, Mohammad, Seipel, Stefan, Wiering, Marco

Journal:

Canadian Journal of Civil Engineering

Year:

2018

Language:

english

File:

PDF, 1.29 MB

english, 2018

5

Recognition of handwritten characters using local gradient feature descriptors

Surinta, Olarik, Karaaba, Mahir F., Schomaker, Lambert R.B., Wiering, Marco A.

Journal:

Engineering Applications of Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 2.06 MB

english, 2015

6

Fast Online Q(λ)

Marco Wiering, Jürgen Schmidhuber

Journal:

Machine Learning

Year:

1998

Language:

english

File:

PDF, 95 KB

english, 1998

7

Reinforcement Learning Soccer Teams with Incomplete World Models

Marco Wiering, Rafał Sałustowicz, Jürgen Schmidhuber

Journal:

Autonomous Robots

Year:

1999

Language:

english

File:

PDF, 125 KB

english, 1999

8

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Reinforcement Learning and Markov Decision Processes

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 660 KB

english, 2012

9

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Decentralized POMDPs

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 712 KB

english, 2012

10

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Connectionist reinforcement learning for intelligent unit micro management in StarCraft

Shantia, Amirhosein, Begue, Eric, Wiering, Marco

Year:

2011

Language:

english

File:

PDF, 446 KB

english, 2011

11

[IEEE 2012 7th IEEE Conference on Industrial Electronics and Applications (ICIEA) - Singapore, Singapore (2012.07.18-2012.07.20)] 2012 7th IEEE Conference on Industrial Electronics and Applications (ICIEA) - 4D unconstrained real-time face recognition using a commodity depth camera

Schimbinschi, Florin, Wiering, Marco, Mohan, Rajesh Elara, Sheba, Jaichandar Kulandaidaasan

Year:

2012

Language:

english

File:

PDF, 486 KB

english, 2012

12

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Reinforcement Learning in Games

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 2.22 MB

english, 2012

13

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Reinforcement Learning in Continuous State and Action Spaces

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 899 KB

english, 2012

14

[IEEE 2015 IEEE Symposium Series on Computational Intelligence (SSCI) - Cape Town, South Africa (2015.12.7-2015.12.10)] 2015 IEEE Symposium Series on Computational Intelligence - Deep Convolutional Neural Networks and Support Vector Machines for Gender Recognition

Wolfshaar, Jos van de, Karaaba, Mahir F., Wiering, Marco A.

Year:

2015

Language:

english

File:

PDF, 2.33 MB

english, 2015

15

[IEEE 2015 IEEE Symposium Series on Computational Intelligence (SSCI) - Cape Town, South Africa (2015.12.7-2015.12.10)] 2015 IEEE Symposium Series on Computational Intelligence - Robust Face Recognition by Computing Distances From Multiple Histograms of Oriented Gradients

Karaaba, Mahir, Surinta, Olarik, Schomaker, Lambert, Wiering, Marco A.

Year:

2015

Language:

english

File:

PDF, 277 KB

english, 2015

16

[IEEE 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Athens, Greece (2016.12.6-2016.12.9)] 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Comparative study between deep learning and bag of visual words for wild-animal recognition

Okafor, Emmanuel, Pawara, Pornntiwa, Karaaba, Faik, Surinta, Olarik, Codreanu, Valeriu, Schomaker, Lambert, Wiering, Marco

Year:

2016

Language:

english

File:

PDF, 653 KB

english, 2016

17

Special issue on multi-objective reinforcement learning

Drugan, Madalina, Wiering, Marco, Vamplew, Peter, Chetty, Madhu

Journal:

Year:

2017

Language:

english

File:

PDF, 211 KB

english, 2017

18

Feature selection for Bayesian network classifiers using the MDL-FS score

Mădălina M. Drugan, Marco A. Wiering

Journal:

International Journal of Approximate Reasoning

Year:

2010

Language:

english

File:

PDF, 373 KB

english, 2010

19

Recurrent neural network modeling of nearshore sandbar behavior

Leo Pape, B.G. Ruessink, Marco A. Wiering, Ian L. Turner

Journal:

Neural Networks

Year:

2007

Language:

english

File:

PDF, 811 KB

english, 2007

20

Saccadic selection and crowding in visual search: stronger lateral masking leads to shorter search times

Jelmer P. de Vries, Ignace T. C. Hooge, Marco A. Wiering, Frans A. J. Verstraten

Journal:

Experimental Brain Research

Year:

2011

Language:

english

File:

PDF, 751 KB

english, 2011

21

Fixed partitioning and salient points with MPEG-7 cluster correlograms for image categorization

Azizi Abdullah, Remco C. Veltkamp, Marco A. Wiering

Journal:

Pattern Recognition

Year:

2010

Language:

english

File:

PDF, 1.13 MB

english, 2010

22

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Learning and Using Models

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 761 KB

english, 2012

23

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Reinforcement Learning in Robotics: A Survey

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 1.07 MB

english, 2012

24

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 ||

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 383 KB

english, 2012

25

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Transfer in Reinforcement Learning: A Framework and a Survey

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 625 KB

english, 2012

26

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Least-Squares Methods for Policy Iteration

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 943 KB

english, 2012

27

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Sample Complexity Bounds of Exploration

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 891 KB

english, 2012

28

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Partially Observable Markov Decision Processes

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 624 KB

english, 2012

29

[Adaptation, Learning, and Optimization] Reinforcement Learning Volume 12 || Game Theory and Multi-agent Reinforcement Learning

Wiering, Marco, van Otterlo, Martijn

Year:

2012

Language:

english

File:

PDF, 641 KB

english, 2012

30

[IEEE 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning - Honolulu, HI, USA (2007.04.1-2007.04.5)] 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning - Computing Optimal Stationary Policies for Multi-Objective Markov Decision Processes

Wiering, Marco A., de Jong, Edwin D.

Year:

2007

Language:

english

File:

PDF, 229 KB

english, 2007

31

Machine learning for multi-view eye-pair detection

Karaaba, Mahir Faik, Schomaker, Lambert, Wiering, Marco

Journal:

Engineering Applications of Artificial Intelligence

Year:

2014

Language:

english

File:

PDF, 1.77 MB

english, 2014

32

[IEEE 2013 12th International Conference on Document Analysis and Recognition (ICDAR) - Washington, DC, USA (2013.08.25-2013.08.28)] 2013 12th International Conference on Document Analysis and Recognition - A Comparison of Feature and Pixel-Based Methods for Recognizing Handwritten Bangla Digits

Surinta, Olarik, Schomaker, Lambert, Wiering, Marco

Year:

2013

Language:

english

File:

PDF, 448 KB

english, 2013

33

[IEEE 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning - Honolulu, HI, USA (2007.04.1-2007.04.5)] 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning - Reinforcement Learning in Continuous Action Spaces

van Hasselt, Hado, Wiering, Marco A.

Year:

2007

Language:

english

File:

PDF, 234 KB

english, 2007

34

[IEEE 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Reinforcement learning to train Ms. Pac-Man using higher-order action-relative inputs

Bom, Luuk, Henken, Ruud, Wiering, Marco

Year:

2013

Language:

english

File:

PDF, 438 KB

english, 2013

35

[IEEE Vision (ICARCV 2010) - Singapore, Singapore (2010.12.7-2010.12.10)] 2010 11th International Conference on Control Automation Robotics & Vision - Ensembles of novel visual keywords descriptors for image categorization

Abdullah, Azizi, Veltkamp, Remco C., Wiering, Marco A.

Year:

2010

Language:

english

File:

PDF, 894 KB

english, 2010

36

[IEEE 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing - Honolulu, HI, USA (2007.04.1-2007.04.5)] 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing - CIREC : Cluster Correlogram Image Retrieval and Categorization using MPEG-7 Descriptors

Abdullah, A., Wiering, Marco A.

Year:

2007

Language:

english

File:

PDF, 463 KB

english, 2007

37

[IEEE 2013 IEEE Congress on Evolutionary Computation (CEC) - Cancun, Mexico (2013.06.20-2013.06.23)] 2013 IEEE Congress on Evolutionary Computation - Bandit-Inspired Memetic Algorithms for solving Quadratic Assignment Problems

Puglierin, Francesco, Drugan, Madalina, Wiering, Marco

Year:

2013

Language:

english

File:

PDF, 1.23 MB

english, 2013

38

Evaluating automatically parallelized versions of the support vector machine

Codreanu, Valeriu, Dröge, Bob, Williams, David, Yasar, Burhan, Yang, Po, Liu, Baoquan, Dong, Feng, Surinta, Olarik, Schomaker, Lambert R.B., Roerdink, Jos B.T.M., Wiering, Marco A.

Journal:

Concurrency and Computation: Practice and Experience

Year:

2014

Language:

english

File:

PDF, 939 KB

english, 2014

39

[IEEE 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Reinforcement learning in the game of Othello: Learning against a fixed opponent and learning from self-play

van der Ree, Michiel, Wiering, Marco

Year:

2013

Language:

english

File:

PDF, 319 KB

english, 2013

40

[IEEE 2011 Ieee Symposium On Adaptive Dynamic Programming And Reinforcement Learning - Paris, France (2011.04.11-2011.04.15)] 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Reinforcement learning algorithms for solving classification problems

Wiering, Marco A., van Hasselt, Hado, Pietersma, Auke-Dirk, Schomaker, Lambert

Year:

2011

Language:

english

File:

PDF, 116 KB

english, 2011

41

[IEEE 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning - Honolulu, HI, USA (2007.04.1-2007.04.5)] 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning - Convergence of Model-Based Temporal Difference Learning for Control

van Hasselt, Hado, Wiering, Marco A.

Year:

2007

Language:

english

File:

PDF, 175 KB

english, 2007

42

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Using continuous action spaces to solve discrete problems

van Hasselt, Hado, Wiering, Marco A.

Year:

2009

Language:

english

File:

PDF, 1.29 MB

english, 2009

43

[IEEE 2009 International Conference of Soft Computing and Pattern Recognition - Malacca, Malaysia (2009.12.4-2009.12.7)] 2009 International Conference of Soft Computing and Pattern Recognition - An Ensemble of Deep Support Vector Machines for Image Categorization

Abdullah, Azizi, Veltkamp, Remco C., Wiering, Marco A.

Year:

2009

Language:

english

File:

PDF, 473 KB

english, 2009

44

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Spatial pyramids and two-layer stacking SVM classifiers for image categorization: A comparative study

Abdullah, Azizi, Veltkamp, Remco C., Wiering, Marco A.

Year:

2009

Language:

english

File:

PDF, 1.36 MB

english, 2009

45

[IEEE 2010 International Joint Conference on Neural Networks (IJCNN) - Barcelona, Spain (2010.07.18-2010.07.23)] The 2010 International Joint Conference on Neural Networks (IJCNN) - Region enhanced neural Q-learning for solving model-based POMDPs

Wiering, Marco A., Kooi, Thijs

Year:

2010

Language:

english

File:

PDF, 498 KB

english, 2010

46

Junction detection in handwritten documents and its application to writer identification

He, Sheng, Wiering, Marco, Schomaker, Lambert

Journal:

Pattern Recognition

Year:

2015

Language:

english

File:

PDF, 2.35 MB

english, 2015

47

[ACM Press Twenty-first international conference - Banff, Alberta, Canada (2004.07.04-2004.07.08)] Twenty-first international conference on Machine learning - ICML '04 - Utile distinction hidden Markov models

Wierstra, Daan, Wiering, Marco

Year:

2004

Language:

english

File:

PDF, 174 KB

english, 2004

48

[ACM Press the 8th annual conference - Seattle, Washington, USA (2006.07.08-2006.07.12)] Proceedings of the 8th annual conference on Genetic and evolutionary computation - GECCO '06 - Red Queen dynamics in a predator-prey ecosystem

de Back, Walter, Wiering, Marco, de Jong, Edwin

Year:

2006

Language:

english

File:

PDF, 1.60 MB

english, 2006

49

[IEEE 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) - Greece (2014.9.1-2014.9.4)] 2014 14th International Conference on Frontiers in Handwriting Recognition - A Path Planning for Line Segmentation of Handwritten Documents

Surinta, Olarik, Holtkamp, Michiel, Karabaa, Faik, Oosten, Jean-Paul Van, Schomaker, Lambert, Wiering, Marco

Year:

2014

Language:

english

File:

PDF, 844 KB

english, 2014

50

[IEEE 2006 IEEE International Conference on Systems, Man and Cybernetics - Taipei, Taiwan (2006.10.8-2006.10.11)] 2006 IEEE International Conference on Systems, Man and Cybernetics - Cognitive Developmental Pattern Recognition: Learning to learn

van der Zant, Tijn, Schomaker, Lambert, Wiering, Marco, Brink, Axel

Year:

2006

Language:

english

File:

PDF, 2.81 MB

english, 2006