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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

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

3

[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

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

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

7

[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

8

Fast Online Q(λ)

Marco Wiering, Jürgen Schmidhuber

Journal:

Machine Learning

Year:

1998

Language:

english

File:

PDF, 95 KB

english, 1998

9

[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

10

[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

11

[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

12

[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

13

[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

14

[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

15

[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

16

[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

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

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

19

[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

20

[IEEE 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Nashville, TN, USA (2009.03.30-2009.04.2)] 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning - A theoretical and empirical analysis of Expected Sarsa

van Seijen, Harm, van Hasselt, Hado, Whiteson, Shimon, Wiering, Marco

Year:

2009

Language:

english

File:

PDF, 407 KB

english, 2009

21

Adaptive traffic signal control with actor-critic methods in a real-world traffic network with different traffic disruption events

Aslani, Mohammad, Mesgari, Mohammad Saadi, Wiering, Marco

Journal:

Transportation Research Part C: Emerging Technologies

Year:

2017

Language:

english

File:

PDF, 1.32 MB

english, 2017

22

An analysis of rotation matrix and colour constancy data augmentation in classifying images of animals

Okafor, Emmanuel, Schomaker, Lambert, Wiering, Marco A.

Journal:

Journal of Information and Telecommunication

Year:

2018

Language:

english

File:

PDF, 3.91 MB

english, 2018

23

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

24

[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

25

[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

26

[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 - Ensemble Methods for Robust 3D Face Recognition Using Commodity Depth Sensors

Schimbinschi, Florin, Schomaker, Lambert, Wiering, Marco

Year:

2015

Language:

english

File:

PDF, 810 KB

english, 2015

27

[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) - Q-learning with experience replay in a dynamic environment

Pieters, Mathijs, Wiering, Marco A.

Year:

2016

Language:

english

File:

PDF, 541 KB

english, 2016

28

[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

29

[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) - Comparing exploration strategies for Q-learning in random stochastic mazes

Tijsma, Arryon D., Drugan, Madalina M., Wiering, Marco A.

Year:

2016

Language:

english

File:

PDF, 696 KB

english, 2016

30

[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

31

[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

32

[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

33

[Communications in Computer and Information Science] Artificial Intelligence Volume 823 || Simultaneous Ensemble Generation and Hyperparameter Optimization for Regression

Verheij, Bart, Wiering, Marco

Year:

2018

Language:

english

File:

PDF, 296 KB

english, 2018

34

[IEEE 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) - Nashville, TN, USA (2009.03.30-2009.04.2)] 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning - The QV family compared to other reinforcement learning algorithms

Wiering, Marco A., van Hasselt, Hado

Year:

2009

Language:

english

File:

PDF, 363 KB

english, 2009

35

[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

36

[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

37

[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

38

Unsupervised Keyphrase Extraction for Web Pages

Haarman, Tim, Zijlema, Bastiaan, Wiering, Marco

Journal:

Multimodal Technologies and Interaction

Year:

2019

Language:

english

File:

PDF, 1.07 MB

english, 2019

39

[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

40

Performance of neural networks for localizing moving objects with an artificial lateral line

Boulogne, Luuk H, Wolf, Ben J, Wiering, Marco A, van Netten, Sietse M

Journal:

Bioinspiration & Biomimetics

Year:

2017

Language:

english

File:

PDF, 2.76 MB

english, 2017

41

LEARNING-BASED MODEL PREDICTIVE CONTROL FOR MARKOV DECISION PROCESSES

Negenborn, Rudy R., De Schutter, Bart, Wiering, Marco A., Hellendoorn, Hans

Journal:

IFAC Proceedings Volumes

Year:

2005

Language:

english

File:

PDF, 283 KB

english, 2005

42

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

43

[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

44

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

45

[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) - Dynamic parameter update for robot navigation systems through unsupervised environmental situational analysis

Shantia, Amirhossein, Bidoia, Francesco, Schomaker, Lambert, Wiering, Marco

Year:

2016

Language:

english

File:

PDF, 1.92 MB

english, 2016

46

[IEEE 2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA) - Gdynia, Poland (2017.7.3-2017.7.5)] 2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA) - Operational data augmentation in classifying single aerial images of animals

Okafor, Emmanuel, Smit, Rik, Schomaker, Lambert, Wiering, Marco

Year:

2017

Language:

english

File:

PDF, 698 KB

english, 2017

47

Developing adaptive traffic signal control by actor-critic and direct exploration methods

Aslani, Mohammad, Mesgari, Mohammad Saadi, Seipel, Stefan, Wiering, Marco

Journal:

Proceedings of the ICE - Transport

Year:

2018

Language:

english

File:

PDF, 806 KB

english, 2018

48

[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

49

One-vs-One Classification for Deep Neural Networks

Pawara, Pornntiwa, Okafor, Emmanuel, Groefsema, Marc, He, Sheng, Schomaker, Lambert R.B., Wiering, Marco A.

Journal:

Pattern Recognition

Year:

2020

File:

PDF, 19.29 MB

2020

50

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

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