Keynote Talks -- Keynote: Session-based Recommendation - Challenges and Recent Advances -- Reasoning -- Model Checking for Coalition Announcement Logic -- Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm -- Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm -- Acquisition of Terminological Knowledge in Probabilistic Description Logic -- Multi-Agent Systems -- Group Envy Freeness and Group Pareto Efficiency in Fair Division with Indivisible Items -- Approximate Probabilistic Parallel Multiset Rewriting using MCMC -- Efficient Auction Based Coordination for Distributed Multi-Agent Planning in Temporal Domains Using Resource Abstraction -- Maximizing Expected Impact in an Agent Reputation Network -- Developing a Distributed Drone Delivery System with a Hybrid Behavior Planning System -- Robotics -- A Sequence-Based Neuronal Model for Mobile Robot Localization -- Acquiring knowledge of object arrangements from human examples for household robots -- Learning -- Solver Tuning and Model Configuration -- Condorcet's Jury Theorem for Consensus Clustering -- Sparse Transfer Classification for Text Documents -- Towards Hypervector Representations for Learning and Planning with Schemas -- LEARNDIAG: A Direct Diagnosis Algorithm Based On Learned Heuristics -- Planning -- Assembly Planning in Cluttered Environments through Heterogeneous Reasoning -- Extracting Planning Operators from Instructional Texts for Behaviour Interpretation -- Risk-Sensitivity in Simulation Based Online Planning -- Neural Networks -- Evolutionary Structure Minimization of Deep Neural Networks for Motion Sensor Data -- Knowledge Sharing For Population Based Neural Network Training -- Limited Evaluation Evolutionary Optimization of Large Neural Networks -- Understanding NLP Neural Networks by the Texts They Generate -- Visual Search Target Inference using Bag of Deep Visual Words -- Analysis and Optimization of Deep Counterfactual Value Networks -- Search. -A Variant of Monte-Carlo Tree Search for Referring Expression Generation -- Preference-Based Monte Carlo Tree Search -- Belief Revision -- Probabilistic Belief Revision via Similarity of Worlds Modulo Evidence -- Intentional Forgetting in Artificial Intelligence Systems: Perspectives and Challenges -- Kinds and Aspects of Forgetting in Common-Sense Knowledge and Belief Management -- Context Aware Systems -- Bounded-Memory Stream Processing -- An Implementation and Evaluation of User-centered Requirements for Smart In-House Mobility Services -- Cognitive Approach -- Predict the Individual Reasoner: A New Approach -- The Predictive Power of Heuristic Portfolios in Human Syllogistic Reasoning.