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First-Order Probabilistic Languages: Into the Unknown.

, and . ILP, volume 4455 of Lecture Notes in Computer Science, page 10-24. Springer, (2006)

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Artificial Intelligence: A Modern Approach (3rd Edition), and . Prentice Hall, (2009)Bayesian Q-Learning., , and . AAAI/IAAI, page 761-768. AAAI Press / The MIT Press, (1998)Uncertain Decisions Facilitate Better Preference Learning., and . NeurIPS, page 15070-15083. (2021)Identity Uncertainty and Citation Matching., , , , and . NIPS, page 1401-1408. MIT Press, (2002)Global seismic monitoring as probabilistic inference., , , and . NIPS, page 73-81. Curran Associates, Inc., (2010)Reinforcement Learning with Hierarchies of Machines., and . NIPS, page 1043-1049. The MIT Press, (1997)Stochastic Simulation Algorithms for Dynamic Probabilistic Networks, , and . CoRR, (2013)Formal Composition of Robotic Systems as Contract Programs., , , , and . IROS, page 6727-6732. (2023)Trustworthy AI., , , , , , and . Reflections on Artificial Intelligence for Humanity, volume 12600 of Lecture Notes in Computer Science, Springer, (2021)SMCP3: Sequential Monte Carlo with Probabilistic Program Proposals., , , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 7061-7088. PMLR, (2023)