Statistical relational learning

Probabilistic graphical models : principles and techniques

Daniel L. Koller, Nir Friedman

Citations: 6456 • 2009

Probabilistic Graphical Models: Principles and Techniques - Adaptive Computation and Machine Learning

Daphne Koller, Nir Friedman

Citations: 472 • 2009

Logical and Relational Learning

Luc De Raedt

Citations: 327 • 2008

Learning to Manipulate Articulated Objects in Unstructured Environments Using a Grounded Relational Representation

Dov Katz, Yuri Pyuro, Oliver Brock

Citations: 72 • 2008

Statistical Relational Learning With Unconventional String Models

Mai Vu, Ashkan Zehfroosh, Kristina Strother‐Garcia, Michael Sebok, Jeffrey Heinz, Herbert G. Tanner

Citations: 44 • 2018

Exploration in relational domains for model-based reinforcement learning

Tobias Lang, Marc Toussaint, Kristian Kersting

Citations: 42 • 2012

Probabilistic logic programming for hybrid relational domains

Davide Nitti, Tinne De Laet, Luc De Raedt

Citations: 38 • 2016

A Relational Approach to Tool-Use Learning in Robots

Solly Brown, Claude Sammut

Citations: 27 • 2013

Relational activity processes for modeling concurrent cooperation

Marc Toussaint, Thibaut Munzer, Yoan Mollard, Li Wu, Ngo Anh Vien, Manuel Lopes

Citations: 26 • 2016

Learning to Manipulate Articulated Objects in Unstructured Environments Using a Grounded Relational Representation

Dov Katz, Yuri Pyuro, Oliver Brock

Citations: 17 • 2009

Exploration in Relational Worlds

Tobias Lang, Marc Toussaint, Kristian Kersting

Citations: 16 • 2010

Extracting kinematic background knowledge from interactions using task-sensitive relational learning

Sebastian Höfer, Tobias Lang, Oliver Brock

Citations: 13 • 2014

Interactive relational reinforcement learning of concept semantics

Matthias Nickles, Achim Rettinger

Citations: 10 • 2013

A Probabilistic Relational Student Model for Virtual Laboratories

Julieta Noguez, Luis Enrique Sucar, Enrique Espinosa

Citations: 10 • 2007

Learning relational affordance models for two-arm robots

Bogdan Moldovan, Luc De Raedt

Citations: 9 • 2014

Classifying Agent Behaviour through Relational Sequential Patterns

Grazia Bombini, Nicola Di Mauro, Stefano Ferilli, Floriana Esposito

Citations: 6 • 2010

Should I do that? using relational reinforcement learning and declarative programming to discover domain axioms

Mohan Sridharan, Ben Meadows

Citations: 5 • 2016

Guest editors introduction: special issue on Inductive Logic Programming (ILP 2012)

Fabrizio Riguzzi, Filip Železný

Citations: 4 • 2013

Statistical Relational Artificial Intelligence: From Distributions through Actions to Optimization

Kristian Kersting, Sriraam Natarajan

Citations: 3 • 2015

Automatic discovery of relational concepts by an incremental graph-based representation

Ana C. Tenorio-González, Eduardo F. Morales

Citations: 3 • 2016