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Learning grounded finite-state representations from unstructured demonstrations.

, , , , , and . Int. J. Robotics Res., 34 (2): 131-157 (2015)

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Reports of the AAAI 2010 Conference Workshops, , , , , , , , , and 22 other author(s). AI Magazine, 31 (4): 95--108 (2010)Robust Navigation Execution by Planning in Belief Space.. Robotics: Science and Systems, (2012)Concurrent Hierarchical Reinforcement Learning.. AAAI, page 1652-1653. AAAI Press / The MIT Press, (2005)Towards Robustness in Query Auditing., , , , and . VLDB, page 151-162. ACM, (2006)Segmenting documents by stylistic character., , and . Nat. Lang. Eng., 11 (4): 397-415 (2005)Super-resolution Enhancement of Video., , and . AISTATS, Society for Artificial Intelligence and Statistics, (2003)Automatic shaping and decomposition of reward functions.. ICML, volume 227 of ACM International Conference Proceeding Series, page 601-608. ACM, (2007)Reports of the AAAI 2010 Conference Workshops., , , , , , , , , and 22 other author(s). AI Mag., 31 (4): 95-108 (2010)Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data., , , , , , and . CoRR, (2016)Sparse Kernel-SARSA(łambda) with an Eligibility Trace, , , and . Proceedings of the ECML/PKDD 2011, (2011)