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Characterizing the Representer Theorem.

, , , and . ICML (1), volume 28 of JMLR Workshop and Conference Proceedings, page 570-578. JMLR.org, (2013)

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Pseudo-MDPs and factored linear action models., , , and . ADPRL, page 1-9. IEEE, (2014)Unsupervised Sequential Sensor Acquisition., , and . AISTATS, volume 54 of Proceedings of Machine Learning Research, page 803-811. PMLR, (2017)A Finite-Sample Generalization Bound for Semiparametric Regression: Partially Linear Models., and . AISTATS, volume 33 of JMLR Workshop and Conference Proceedings, page 402-410. JMLR.org, (2014)Exploration by Optimisation in Partial Monitoring., and . COLT, volume 125 of Proceedings of Machine Learning Research, page 2488-2515. PMLR, (2020)On the Sample Complexity of Batch Reinforcement Learning with Policy-Induced Data., , , , and . CoRR, (2021)Sequential Learning for Multi-Channel Wireless Network Monitoring With Channel Switching Costs., , and . IEEE Trans. Signal Process., 62 (22): 5919-5929 (2014)Statistical linear estimation with penalized estimators: an application to reinforcement learning., and . ICML, icml.cc / Omnipress, (2012)Alignment Based Kernel Learning with a Continuous Set of Base Kernels, , and . CoRR, (2011)Speeding Up Planning in Markov Decision Processes via Automatically Constructed Abstractions, , , and . CoRR, (2012)PAC-Bayesian Policy Evaluation for Reinforcement Learning, , and . CoRR, (2012)