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Decision-theoretic planning with generalized first-order decision diagrams., , and . Artif. Intell., 175 (18): 2198-2222 (2011)Statistical Relational Artificial Intelligence: From Distributions through Actions to Optimization., and . KI, 29 (4): 363-368 (2015)Kernelized Map Matching for noisy trajectories., and . LWA, page 89-96. (2010)Relational Logistic Regression., , , , and . KR, AAAI Press, (2014)pyGPs: a Python library for Gaussian process regression and classification., , , and . J. Mach. Learn. Res., (2015)Editorial: Statistical Relational Artificial Intelligence., , , and . Front. Robotics and AI, (2019)Semantic and geometric reasoning for robotic grasping: a probabilistic logic approach., , , , , , and . Auton. Robots, 43 (6): 1393-1418 (2019)Convex non-negative matrix factorization for massive datasets., , , and . Knowl. Inf. Syst., 29 (2): 457-478 (2011)Propagation kernels: efficient graph kernels from propagated information., , , and . Machine Learning, 102 (2): 209-245 (2016)SPFlow: An Easy and Extensible Library for Deep Probabilistic Learning using Sum-Product Networks., , , , , , , and . CoRR, (2019)