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Generalization in Deep Learning

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Heuristic search of multiagent influence space., , и . AAMAS, стр. 973-980. IFAAMAS, (2012)FFRob: An Efficient Heuristic for Task and Motion Planning., , и . WAFR, том 107 из Springer Tracts in Advanced Robotics, стр. 179-195. Springer, (2014)Learning Probabilistic Relational Dynamics for Multiple Tasks, , , и . CoRR, (2012)Input Generlization in Delayed Reinforcement Learning: An Algorithm and Performance Comparisons, и . Proc.\ 12th International Joint Conf.\ on Artificial Intelligence (IJCAI-91), Sydney, Australia, (1991)Generalization in Deep Learning, , и . (2017)cite arxiv:1710.05468Comment: To appear in Mathematics of Deep Learning, Cambridge University Press. All previous results remain unchanged.Intelligent Interaction with the Real World.. ECML/PKDD (1), том 6321 из Lecture Notes in Computer Science, стр. 3. Springer, (2010)Partially Observable Markov Decision Processes for Artificial Intelligence., , и . KI, том 981 из Lecture Notes in Computer Science, стр. 1-17. Springer, (1995)Meta-learning curiosity algorithms., , , и . ICLR, OpenReview.net, (2020)The National Science Foundation Workshop on Reinforcement Learning., и . AI Magazine, 17 (4): 89-93 (1996)Representation, learning, and planning algorithms for geometric task and motion planning., , , и . Int. J. Robotics Res., 41 (2): 210-231 (2022)