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66 résultats
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Second-Order Kernel Online Convex Optimization with Adaptive SketchingInternational Conference on Machine Learning, 2017, Sydney, Australia
Communication dans un congrès
hal-01537799v1
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Regret Minimization in MDPs with Options without Prior Knowledge NIPS 2017 - Neural Information Processing Systems, Dec 2017, Long Beach, United States. pp.1-36
Communication dans un congrès
hal-01649082v1
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Bayesian Multi-Task Reinforcement LearningICML - 27th International Conference on Machine Learning, Jun 2010, Haifa, Israel. pp.599-606
Communication dans un congrès
inria-00475214v1
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Risk-Aversion in Multi-armed BanditsNIPS - Twenty-Sixth Annual Conference on Neural Information Processing Systems, Dec 2012, Lake Tahoe, United States
Communication dans un congrès
hal-00772609v1
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Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement LearningICML 2018 - The 35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden. pp.1578-1586
Communication dans un congrès
hal-01941206v1
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Least-squares methods for policy iterationReinforcement Learning: State of the Art, Springer, pp.75-109, 2011
Chapitre d'ouvrage
hal-00830122v1
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Distributed adaptive sampling for kernel matrix approximationInternational Conference on Artificial Intelligence and Statistics, 2017, Fort Lauderdale, United States
Communication dans un congrès
hal-01482760v1
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Classification-based Policy Iteration with a Critic2011
Rapport
hal-00590972v1
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Sparse Multi-task Reinforcement LearningNIPS - Advances in Neural Information Processing Systems 26, Dec 2014, Montreal, Canada
Communication dans un congrès
hal-01073513v1
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Improved Learning Complexity in Combinatorial Pure Exploration BanditsProceedings of the 19th International Conference on Artificial Intelligence (AISTATS), May 2016, Cadiz, Spain
Communication dans un congrès
hal-01322198v1
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Exploration–Exploitation in MDPs with OptionsAISTATS 2017 - 20th International Conference on Artificial Intelligence and Statistics, Apr 2017, Fort Lauderdale, United States
Communication dans un congrès
hal-01493567v2
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Rotting bandits are not harder than stochastic onesInternational Conference on Artificial Intelligence and Statistics, 2019, Naha, Japan
Communication dans un congrès
hal-01936894v2
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Truthful Learning Mechanisms for Multi–Slot Sponsored Search Auctions with ExternalitiesArtificial Intelligence, 2015, 227, pp.93-139. ⟨10.1016/j.artint.2015.05.012⟩
Article dans une revue
hal-01237670v1
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Learning with stochastic inputs and adversarial outputsJournal of Computer and System Sciences, 2012, 78 (5), pp.1516-1537. ⟨10.1016/j.jcss.2011.12.027⟩
Article dans une revue
hal-00772046v1
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A Truthful Learning Mechanism for Contextual Multi--Slot Sponsored Search Auctions with ExternalitiesEC - 13th ACM Conference on Electronic Commerce, Jun 2012, Valencia, Spain
Communication dans un congrès
hal-00772624v1
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Maximum Entropy Semi-Supervised Inverse Reinforcement LearningInternational Joint Conference on Artificial Intelligence, Jul 2015, Bueons Aires, Argentina
Communication dans un congrès
hal-01146187v1
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Word-order biases in deep-agent emergent communicationACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Jul 2019, Florence, Italy
Communication dans un congrès
hal-02274157v1
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Sequential Transfer in Multi-armed Bandit with Finite Set of ModelsNIPS - Advances in Neural Information Processing Systems 25 - 2013, Dec 2013, Lake Tahoe, United States
Communication dans un congrès
hal-00924025v1
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Gaussian process optimization with adaptive sketching: Scalable and no regretConference on Learning Theory, 2019, Phoenix, United States
Communication dans un congrès
hal-02144311v1
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Finite-Sample Analysis of Least-Squares Policy IterationJournal of Machine Learning Research, 2012, 13, pp.3041-3074
Article dans une revue
hal-00772060v1
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Best Arm Identification: A Unified Approach to Fixed Budget and Fixed ConfidenceNIPS - Twenty-Sixth Annual Conference on Neural Information Processing Systems, Dec 2012, Lake Tahoe, United States
Communication dans un congrès
hal-00772615v1
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Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence[Research Report] 2012
Rapport
hal-00747005v2
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Fighting Boredom in Recommender Systems with Linear Reinforcement LearningNeural Information Processing Systems, Dec 2018, Montreal, Canada. ⟨10.5555/3326943.3327105⟩
Communication dans un congrès
hal-01915468v1
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Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes32nd Conference on Neural Information Processing Systems, Dec 2018, Montréal, Canada
Communication dans un congrès
hal-01941220v1
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Adversarial Attacks on Linear Contextual Bandits2020
Pré-publication, Document de travail
hal-02979184v1
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Risk-Aversion in Multi-armed Bandits[Research Report] 2012
Rapport
hal-00750298v1
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Pack only the essentials: Adaptive dictionary learning for kernel ridge regressionAdaptive and Scalable Nonparametric Methods in Machine Learning at Neural Information Processing Systems, 2016, Barcelona, Spain
Communication dans un congrès
hal-01482756v1
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Active Learning for Accurate Estimation of Linear ModelsICML 2017 - 34th International Conference on Machine Learning, Aug 2017, Sydney, Australia. pp.36
Communication dans un congrès
hal-01538762v1
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Thompson Sampling for Linear-Quadratic Control ProblemsAISTATS 2017 - 20th International Conference on Artificial Intelligence and Statistics, Apr 2017, Fort Lauderdale, United States
Communication dans un congrès
hal-01493564v1
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Finite-Sample Analysis of Least-Squares Policy Iteration[Technical Report] 2010
Rapport
inria-00528596v1
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