Kurt Driessens

According to our database1, Kurt Driessens authored at least 47 papers between 1998 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Relational Reinforcement Learning.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Testing exchangeability for transfer decision.
Pattern Recognition Letters, 2017

Introduction to the special issue dedicated to the Journal Track of ECML PKDD 2017.
Machine Learning, 2017

Introduction to the special issue dedicated to the Journal Track of ECML PKDD 2017.
Data Min. Knowl. Discov., 2017

Discovering Hidden Course Requirements and Student Competences from Grade Data.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

UMAP 2017 EdRecSys Workshop Organizers' Welcome & Organization.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

Detection of Atrial Fibrillation Episodes from Short Single Lead Recordings by Means of Ensemble Learning.
CinC, 2017

Simultaneous Ensemble Generation and Hyperparameter Optimization for Regression.
Proceedings of the Artificial Intelligence - 29th Benelux Conference, 2017

2016
A Wavelet-based Encoding for Neuroevolution.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

A Data Driven Similarity Measure and Example Mapping Function for General, Unlabelled Data Sets.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
Factored four way conditional restricted Boltzmann machines for activity recognition.
Pattern Recognition Letters, 2015

A Non-parametric Conformity-Based Test for Transfer Decisions.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Largest Source Subset Selection for Instance Transfer.
Proceedings of The 7th Asian Conference on Machine Learning, 2015

2013
Automatically Mapped Transfer between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

A Direct Policy-Search Algorithm for Relational Reinforcement Learning.
Proceedings of the Inductive Logic Programming - 23rd International Conference, 2013

2012
Reinforcement learning transfer via sparse coding.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
Adaptive Windowing for Online Learning from Multiple Inter-related Data Streams.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Using the online cross-entropy method to learn relational policies for playing different games.
Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

2010
Learning with Whom to Communicate Using Relational Reinforcement Learning.
Proceedings of the Interactive Collaborative Information Systems, 2010

Relational Reinforcement Learning.
Proceedings of the Encyclopedia of Machine Learning, 2010

2009
Bayesian Real-Time Dynamic Programming.
Proceedings of the IJCAI 2009, 2009

Learning with whom to communicate using relational reinforcement learning.
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

Monte-Carlo Tree Search in Poker Using Expected Reward Distributions.
Proceedings of the Advances in Machine Learning, 2009

2008
Non-parametric policy gradients: a unified treatment of propositional and relational domains.
Proceedings of the Machine Learning, 2008

Cost-Sensitive Parsimonious Linear Regression.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Reinforcement Learning with the Use of Costly Features.
Proceedings of the Recent Advances in Reinforcement Learning, 8th European Workshop, 2008

Reinforcement Learning with the Use of Costly Features.
Proceedings of the ECAI 2008, 2008

Using Decision Trees as the Answer Networks in Temporal Difference-Networks.
Proceedings of the ECAI 2008, 2008

Bayes-Relational Learning of Opponent Models from Incomplete Information in No-Limit Poker.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Learning Relational Options for Inductive Transfer in Relational Reinforcement Learning.
Proceedings of the Inductive Logic Programming, 17th International Conference, 2007

Transfer Learning in Reinforcement Learning Problems Through Partial Policy Recycling.
Proceedings of the Machine Learning: ECML 2007, 2007

2006
Graph kernels and Gaussian processes for relational reinforcement learning.
Machine Learning, 2006

Using Weighted Nearest Neighbor to Benefit from Unlabeled Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

2005
Relational reinforcement learning.
AI Commun., 2005

Combining model-based and instance-based learning for first order regression.
Proceedings of the Machine Learning, 2005

Combining Model-Based and Instance-Based Learning for First Order Regression.
Proceedings of the BNAIC 2005, 2005

2004
Integrating Guidance into Relational Reinforcement Learning.
Machine Learning, 2004

2003
Graph Kernels and Gaussian Processes for Relational Reinforcement Learning.
Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

Relational Instance Based Regression for Relational Reinforcement Learning.
Proceedings of the Machine Learning, 2003

2002
Integrating Experimentation and Guidance in Relational Reinforcement Learning.
Proceedings of the Machine Learning, 2002

2001
Relational Reinforcement Learning.
Machine Learning, 2001

Speeding Up Relational Reinforcement Learning through the Use of an Incremental First Order Decision Tree Learner.
Proceedings of the Machine Learning: EMCL 2001, 2001

Relational Reinforcement Learning.
Proceedings of the Multi-Agent Systems and Applications, 2001

1998
Inductive Verification and Validation of the KULRoT RoboCup Team.
Proceedings of the RoboCup-98: Robot Soccer World Cup II, 1998

Using ILP-Systems for Verification and Validation of Multi-agent Systems.
Proceedings of the Inductive Logic Programming, 8th International Workshop, 1998

Inductive verification and validation of multi agent systems.
Proceedings of the 1998 European Workshop on Validation and Verification of Knowledge-Based Systems, 1998


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