Artificial Intelligence: 29th Benelux Conference, BNAIC 2017, Groningen, The Netherlands, November 8–9, 2017, Revised Selected Papers

Description

This book contains a selection of the best papers of the 29th Benelux Conference on Artificial Intelligence, BNAIC 2017, held in Groningen, The Netherlands, in November 2017. The 11 full papers presented in this volume were carefully reviewed and selected from 30 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-XI Learning-Based Diagnosis and Repair (Nico Roos)....Pages 1-15 Competition Between Cooperative Projects (Gleb Polevoy, Mathijs de Weerdt)....Pages 16-31 Refining a Heuristic for Constructing Bayesian Networks from Structured Arguments (Remi Wieten, Floris Bex, Linda C. van der Gaag, Henry Prakken, Silja Renooij)....Pages 32-45 Reciprocation Effort Games (Gleb Polevoy, Mathijs de Weerdt)....Pages 46-60 Get Your Virtual Hands Off Me! – Developing Threatening IVAs Using Haptic Feedback (Linford Goedschalk, Tibor Bosse, Marco Otte)....Pages 61-75 Tracking Perceptual and Memory Decisions by Decoding Brain Activity (Marieke van Vugt, Armin Brandt, Andreas Schulze-Bonhage)....Pages 76-85 The Origin of Mimicry (Bram Wiggers, Harmen de Weerd)....Pages 86-100 Feature Selection in High-Dimensional Dataset Using MapReduce (Claudio Reggiani, Yann-Aël Le Borgne, Gianluca Bontempi)....Pages 101-115 Simultaneous Ensemble Generation and Hyperparameter Optimization for Regression (David Roschewitz, Kurt Driessens, Pieter Collins)....Pages 116-130 Comparison of Machine Learning Techniques for Multi-label Genre Classification (Mathijs Pieters, Marco Wiering)....Pages 131-144 Learning to Play Donkey Kong Using Neural Networks and Reinforcement Learning (Paul Ozkohen, Jelle Visser, Martijn van Otterlo, Marco Wiering)....Pages 145-160 Back Matter ....Pages 161-161