Marco A. Wiering
Orcid: 0000-0003-4331-7537Affiliations:
- University of Groningen, Institute of Artificial Intelligence and Cognitive Engineering, The Netherlands
According to our database1,
Marco A. Wiering
authored at least 125 papers
between 1996 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on orcid.org
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on id.loc.gov
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on ai.rug.nl
On csauthors.net:
Bibliography
2023
Trans. Mach. Learn. Res., 2023
2021
Two-stage visual navigation by deep neural networks and multi-goal reinforcement learning.
Robotics Auton. Syst., 2021
CentroidNetV2: A hybrid deep neural network for small-object segmentation and counting.
Neurocomputing, 2021
LemgoRL: An open-source Benchmark Tool to Train Reinforcement Learning Agents for Traffic Signal Control in a real-world simulation scenario.
CoRR, 2021
Proceedings of the NLPIR 2021: 5th International Conference on Natural Language Processing and Information Retrieval, Sanya, China, December 17, 2021
Reinforcement Learning with Potential Functions Trained to Discriminate Good and Bad States.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Variation-resistant Q-learning: Controlling and Utilizing Estimation Bias in Reinforcement Learning for Better Performance.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021
An Investigation Into the Effect of the Learning Rate on Overestimation Bias of Connectionist Q-learning.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021
Proceedings of the Artificial Intelligence and Machine Learning, 2021
2020
Comparing Machine Learning Algorithms with or without Feature Extraction for DNA Classification.
CoRR, 2020
Enhancing reinforcement learning by a finite reward response filter with a case study in intelligent structural control.
CoRR, 2020
Continuous-action Reinforcement Learning for Playing Racing Games: Comparing SPG to PPO.
CoRR, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
2019
Mach. Vis. Appl., 2019
Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning algorithms.
CoRR, 2019
Adv. Eng. Informatics, 2019
Combining Visual and Contextual Information for Fraudulent Online Store Classification.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019
Deep Neural Networks with Intersection over Union Loss for Binary Image Segmentation.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
2018
An analysis of rotation matrix and colour constancy data augmentation in classifying images of animals.
J. Inf. Telecommun., 2018
Comparing Generative Adversarial Network Techniques for Image Creation and Modification.
CoRR, 2018
Traffic signal optimization through discrete and continuous reinforcement learning with robustness analysis in downtown Tehran.
Adv. Eng. Informatics, 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Learning to Evaluate Chess Positions with Deep Neural Networks and Limited Lookahead.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018
A Deep Convolutional Neural Network for Location Recognition and Geometry based Information.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
Proceedings of the Agents and Artificial Intelligence - 10th International Conference, 2018
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
Proceedings of the Artificial Intelligence - 30th Benelux Conference, 2018
2017
Predicting long-term mortality with first week post-operative data after Coronary Artery Bypass Grafting using Machine Learning models.
Proceedings of the Machine Learning for Health Care Conference, 2017
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017
Using Deep Convolutional Neural Networks to Predict Goal-scoring Opportunities in Soccer.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Comparing Local Descriptors and Bags of Visual Words to Deep Convolutional Neural Networks for Plant Recognition.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the Artificial Intelligence - 29th Benelux Conference, 2017
Proceedings of the Artificial Intelligence - 29th Benelux Conference, 2017
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017
2016
Concurr. Comput. Pract. Exp., 2016
Robust Face Identification with Small Sample Sizes using Bag of Words and Histogram of Oriented Gradients.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Dynamic parameter update for robot navigation systems through unsupervised environmental situational analysis.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Comparative study between deep learning and bag of visual words for wild-animal recognition.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016
2015
Junction detection in handwritten documents and its application to writer identification.
Pattern Recognit., 2015
Eng. Appl. Artif. Intell., 2015
Proceedings of the VISAPP 2015, 2015
Deep Convolutional Neural Networks and Support Vector Machines for Gender Recognition.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Temporal Difference Learning for the Game Tic-Tac-Toe 3D: Applying Structure to Neural Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Robust Face Recognition by Computing Distances From Multiple Histograms of Oriented Gradients.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Indoor localization by denoising autoencoders and semi-supervised learning in 3D simulated environment.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the Engineering Applications of Neural Networks, 2015
2014
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014
Proceedings of the 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2014
2013
A Comparison of Feature and Pixel-Based Methods for Recognizing Handwritten Bangla Digits.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Reinforcement learning in the game of Othello: Learning against a fixed opponent and learning from self-play.
Proceedings of the 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2013
Reinforcement learning to train Ms. Pac-Man using higher-order action-relative inputs.
Proceedings of the 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2013
2012
IEEE Trans. Neural Networks Learn. Syst., 2012
Handwritten Character Classification using the Hotspot Feature Extraction Technique.
Proceedings of the ICPRAM 2012, 2012
Proceedings of the Reinforcement Learning, 2012
Proceedings of the Reinforcement Learning, 2012
2011
IEEE Trans. Neural Networks, 2011
J. Mach. Learn. Res., 2011
Connectionist reinforcement learning for intelligent unit micro management in StarCraft.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011
2010
Fixed partitioning and salient points with MPEG-7 cluster correlograms for image categorization.
Pattern Recognit., 2010
Self-Play and Using an Expert to Learn to Play Backgammon with Temporal Difference Learning.
J. Intell. Learn. Syst. Appl., 2010
Int. J. Approx. Reason., 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the 11th International Conference on Control, 2010
2009
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Spatial pyramids and two-layer stacking SVM classifiers for image categorization: A comparative study.
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2009
Proceedings of the IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2009
2008
Proceedings of the Speech, 2008
IEEE Trans. Syst. Man Cybern. Part B, 2008
2007
Neural Networks, 2007
2006
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Agent Communication II, International Workshops on Agent Communication, 2006
2005
Proceedings of the Machine Learning: ECML 2005, 2005
2004
Proceedings of the Machine Learning: ECML 2004, 2004
2001
Proceedings of the RoboCup 2001: Robot Soccer World Cup V, 2001
Reinforcement Learning in Dynamic Environments using Instantiated Information.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001
2000
Multi-Agent Reinforcement Leraning for Traffic Light Control.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
1999
Auton. Robots, 1999
1998
1997
Shifting Inductive Bias with Success-Story Algorithm, Adaptive Levin Search, and Incremental Self-Improvement.
Mach. Learn., 1997
Evolving Soccer Strategies.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997
1996
Solving POMDPs with Levin Search and EIRA.
Proceedings of the Machine Learning, 1996