KI 2019: Advances in Artificial Intelligence: 42nd German Conference on AI, Kassel, Germany, September 23–26, 2019, Proceedings (Lecture Notes in Computer Science Book 11793)

This book constitutes the refereed proceedings of the 42nd German Conference on Artificial Intelligence, KI 2019, held in Kassel, Germany, in September 2019. The 16 full and 10 short papers presented together with 3 extended abstracts in this volume were carefully reviewed and selected from 82 submissions. KI 2019 has a special focus theme on "AI methods for Argumentation" and especially invited contributions that use methods from all areas of AI to understand, formalize or generate argument structures in natural language. -- Provided by publisher Front Matter ....Pages i-xi Autonomous Weapon Systems – Dangers and Need for an International Prohibition (Jürgen Altmann)....Pages 1-17 Towards Computational Persuasion via Natural Language Argumentation Dialogues (Anthony Hunter, Lisa Chalaguine, Tomasz Czernuszenko, Emmanuel Hadoux, Sylwia Polberg)....Pages 18-33 Analogy-Based Preference Learning with Kernels (Mohsen Ahmadi Fahandar, Eyke Hüllermeier)....Pages 34-47 Data Acquisition for Argument Search: The args.me Corpus (Yamen Ajjour, Henning Wachsmuth, Johannes Kiesel, Martin Potthast, Matthias Hagen, Benno Stein)....Pages 48-59 Monotone and Online Fair Division (Martin Aleksandrov, Toby Walsh)....Pages 60-75 A Human-Oriented Term Rewriting System (Edward William Ayers, William T. Gowers, Mateja Jamnik)....Pages 76-86 Mixing Description Logics in Privacy-Preserving Ontology Publishing (Franz Baader, Adrian Nuradiansyah)....Pages 87-100 Clustering of Argument Graphs Using Semantic Similarity Measures (Karsten Block, Simon Trumm, Premtim Sahitaj, Stefan Ollinger, Ralph Bergmann)....Pages 101-114 Reducing Search Space of Genetic Algorithms for Fast Black Box Attacks on Image Classifiers (Julius Brandl, Nicolas Breinl, Maximilian Demmler, Lukas Hartmann, Jörg Hähner, Anthony Stein)....Pages 115-122 An Empirical Study of the Usefulness of State-Dependent Action Costs in Planning (Sumitra Corraya, Florian Geißer, David Speck, Robert Mattmüller)....Pages 123-130 Strong Equivalence for Argumentation Frameworks with Collective Attacks (Wolfgang Dvořák, Anna Rapberger, Stefan Woltran)....Pages 131-145 Developing Fuzzy Inference Systems from Qualitative Interviews for Travel Mode Choice in an Agent-Based Mobility Simulation (Klaas Dählmann, Ute Samland, Jürgen Sauer)....Pages 146-153 Monte-Carlo Search for Prize-Collecting Robot Motion Planning with Time Windows, Capacities, Pickups, and Deliveries (Stefan Edelkamp, Erion Plaku, Yassin Warsame)....Pages 154-167 Automated Robot Skill Learning from Demonstration for Various Robot Systems (Lisa Gutzeit, Alexander Fabisch, Christoph Petzoldt, Hendrik Wiese, Frank Kirchner)....Pages 168-181 Learning Gradient-Based ICA by Neurally Estimating Mutual Information (Hlynur Davíð Hlynsson, Laurenz Wiskott)....Pages 182-187 Enhancing Explainability of Deep Reinforcement Learning Through Selective Layer-Wise Relevance Propagation (Tobias Huber, Dominik Schiller, Elisabeth André)....Pages 188-202 A Crow Search-Based Genetic Algorithm for Solving Two-Dimensional Bin Packing Problem (Soukaina Laabadi, Mohamed Naimi, Hassan El Amri, Boujemâa Achchab)....Pages 203-215 Extracting Reasons for Moral Judgments Under Various Ethical Principles (Felix Lindner, Katrin Möllney)....Pages 216-229 Gaussian Lifted Marginal Filtering (Stefan Lüdtke, Alejandro Molina, Kristian Kersting, Thomas Kirste)....Pages 230-243 An Introduction to AnyBURL (Christian Meilicke, Melisachew Wudage Chekol, Daniel Ruffinelli, Heiner Stuckenschmidt)....Pages 244-248 Simplifying Automated Pattern Selection for Planning with Symbolic Pattern Databases (Ionut Moraru, Stefan Edelkamp, Santiago Franco, Moises Martinez)....Pages 249-263 ALICA 2.0 - Domain-Independent Teamwork (Stephan Opfer, Stefan Jakob, Alexander Jahl, Kurt Geihs)....Pages 264-272 Extending Modular Semantics for Bipolar Weighted Argumentation (Extended Abstract) (Nico Potyka)....Pages 273-276 Epistemic Multi-agent Planning Using Monte-Carlo Tree Search (Daniel Reifsteck, Thorsten Engesser, Robert Mattmüller, Bernhard Nebel)....Pages 277-289 Towards Intuitive Robot Programming Using Finite State Automata (Lukas Sauer, Dominik Henrich, Wim Martens)....Pages 290-298 Improving Implicit Stance Classification in Tweets Using Word and Sentence Embeddings (Robin Schaefer, Manfred Stede)....Pages 299-307 Towards Leveraging Backdoors in Qualitative Constraint Networks (Michael Sioutis, Tomi Janhunen)....Pages 308-315 GAN Path Finder: Preliminary Results (Natalia Soboleva, Konstantin Yakovlev)....Pages 316-324 InformatiCup Competition 2019: Fooling Traffic Sign Recognition (Marcus Soll)....Pages 325-332 The Higher-Order Prover Leo-III (Extended Abstract) (Alexander Steen, Christoph Benzmüller)....Pages 333-337 Personalized Transaction Kernels for Recommendation Using MCTS (Maryam Tavakol, Tobias Joppen, Ulf Brefeld, Johannes Fürnkranz)....Pages 338-352 Back Matter ....Pages 353-354