Artificial Intelligence: 30th Benelux Conference, BNAIC 2018, ‘s-Hertogenbosch, The Netherlands, November 8–9, 2018, Revised Selected Papers

Description

This book contains a selection of the best papers of the 30th Benelux Conference on Artificial Intelligence, BNAIC 2018, held in ‘s-Hertogenbosch, The Netherlands, in November 2018. The 9 full papers and 3 short papers presented in this volume were carefully reviewed and selected from 31 submissions. They address various aspects of artificial intelligence such as natural language processing, agent technology, game theory, problem solving, machine learning, human-agent interaction, AI and education, and data analysis. Front Matter ....Pages i-x Early Detection of Sepsis Induced Deterioration Using Machine Learning (Francesco Dal Canton, Vincent M. Quinten, Marco A. Wiering)....Pages 1-15 Deriving Formulas for Integer Sequences Using Inductive Programming (Les De Ridder, Thijs Vercammen)....Pages 16-24 All or In-cloud: How the Identification of Six Types of Anomalies Is Affected by the Discretization Method (Ralph Foorthuis)....Pages 25-42 Topic Modeling for Exploring Cancer-Related Coverage in Journalistic Texts (Naomi Hariman, Marjolein de Vries, Ionica Smeets)....Pages 43-51 Model Selection for Multi-directional Ensemble of Regression and Classification Trees (Evgeniya Korneva, Hendrik Blockeel)....Pages 52-64 Finding Dissimilar Explanations in Bayesian Networks: Complexity Results (Johan Kwisthout)....Pages 65-72 Beyond Local Nash Equilibria for Adversarial Networks (Frans A. Oliehoek, Rahul Savani, Jose Gallego, Elise van der Pol, Roderich Groß)....Pages 73-89 Deep Multi-agent Reinforcement Learning in a Homogeneous Open Population (Roxana Rădulescu, Manon Legrand, Kyriakos Efthymiadis, Diederik M. Roijers, Ann Nowé)....Pages 90-105 Computing and Predicting Winning Hands in the Trick-Taking Game of Klaverjas (Jan N. van Rijn, Frank W. Takes, Jonathan K. Vis)....Pages 106-120 Style Transfer of Abstract Drum Patterns Using a Light-Weight Hierarchical Autoencoder (Mark Voschezang)....Pages 121-137 Assessing the Potential of Classical Q-learning in General Game Playing (Hui Wang, Michael Emmerich, Aske Plaat)....Pages 138-150 Visual Rationalizations in Deep Reinforcement Learning for Atari Games (Laurens Weitkamp, Elise van der Pol, Zeynep Akata)....Pages 151-165 Back Matter ....Pages 167-167