Reinforcement learning transfer via sparse coding

Kurt Driessens , Karl Tuyls , Gerhard Weiss , Matthew E. Taylor
adaptive agents and multi-agents systems 383 -390

70
2012
Learning digger using hierarchical reinforcement learning for concurrent goals

Kurt Driessens , Hendrik Blockeel
european workshop on reinforcement learning 11 -12

7
2001
Integrating Experimentation and Guidance in Relational Reinforcement Learning

Kurt Driessens , Saso Dzeroski ,
international conference on machine learning 115 -122

31
2002
Prediction of Congested Traffic on the Critical Density Point Using Machine Learning and Decentralised Collaborating Cameras

Danny Weyns , Tom Holvoet , Kurt Driessens , Wouter Labeeuw
portuguese conference on artificial intelligence 15 -26

4
2009
Bayesian real-time dynamic programming

Scott Sanner , Robby Goetschalckx , Kurt Driessens , Guy Shani
international joint conference on artificial intelligence 1784 -1789

35
2009
Thesis: relational reinforcement learning

Kurt Driessens
Ai Communications 18 ( 1) 71 -73

3
2005
Using Predictive Clustering and Probabilistic Constraint Solving for Structural Predictions

Kurt Driessens , Hendrik Blockeel
international conference on machine learning 1 -2

2006
An automated measure of MDP similarity for transfer in reinforcement learning

Kurt Driessens , Decebal Constantin Mocanu , Karl Tuyls , Eric Eaton
national conference on artificial intelligence 31 -37

94
2014
Relational instance based regression for relational reinforcement learning

Kurt Driessens , Jan Ramon
international conference on machine learning 123 -130

56
2003
Real-time Bayesian Search Control for MDPs

Robby Goetschalckx , Kurt Driessens , Scott Sanner
international conference on automated planning and scheduling

2008
Combining Model-Based and Instance-Based Learning for First Order Regression.

Saso Dzeroski , Kurt Driessens
belgium-netherlands conference on artificial intelligence 341 -342

3
2005
KULRoT 1999 Team Description

Kurt Driessens , Nico Jacobs , Bert Robben ,
Team Descriptions of the Robot World Cup Soccer Games and Conference ( 004) 69 -73

1999
Relational Reinforcement Learning: An Overview

Kurt Driessens , Robert Givan , Prasad Tadepalli
international conference on machine learning 1 -9

154
2004
On using guidance in relational reinforcement learning

Kurt Driessens , Saso Dzeroski ,
Proceedings of Twelfth Belgian-Dutch Conference on Machine Learning 31 -38

1
2002
Cost-sensitive reinforcement learning

Robby Goetschalckx , Kurt Driessens ,
Proceedings of the workshop on AI Planning and Learning 1 -5

5
2007
The Leuven submission to the Benelearn-99 competition

Luc Dehaspe , Wim Van Laer , Kurt Driessens , Raymondus Kosala
The Benelearn 1999 Competition 1 -8

1999
Linear regression using costly features

Robby Goetschalckx , Kurt Driessens , Scott Sanner
Proceedings of the annual belgian-dutch machine learning conference (Benelearn) 2008 51 -52

2008
A Data Driven Similarity Measure and Example Mapping Function for General , Unlabelled Data Sets

Kurt Driessens , Damien Lejeune
european conference on artificial intelligence 158 -166

2016
ECML Workshop on Machine Learning and Data Mining in Games

Kurt Driessens , Tom Croonenborghs , Olana Misura
Only electronically

2011