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Plan Online, Learn Offline: Efficient Learning and Exploration via Model-Based Control.

, , , , и . ICLR (Poster), OpenReview.net, (2019)

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Sham Kolhatkar

Purdue University Prof. Sham Tickoo

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Tareef Abdel-Aziz Shamma

Khaled Shamali

 

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Coupled Recurrent Models for Polyphonic Music Composition., , , и . CoRR, (2018)The price of truthfulness for pay-per-click auctions., и . EC, стр. 99-106. ACM, (2009)Invariances and Data Augmentation for Supervised Music Transcription., , , и . ICASSP, стр. 2241-2245. IEEE, (2018)Dimension-free tail inequalities for sums of random matrices., , и . CoRR, (2011)Tensor Decompositions for Learning Latent Variable Models (A Survey for ALT)., , , , и . ALT, том 9355 из Lecture Notes in Computer Science, стр. 19-38. Springer, (2015)A Linear Dynamical System Model for Text., и . ICML, том 37 из JMLR Workshop and Conference Proceedings, стр. 833-842. JMLR.org, (2015)Towards Minimax Policies for Online Linear Optimization with Bandit Feedback., , и . COLT, том 23 из JMLR Proceedings, стр. 41.1-41.14. JMLR.org, (2012)Learning Features of Music From Scratch., , и . ICLR (Poster), OpenReview.net, (2017)Optimizing Average Reward Using Discounted Rewards.. COLT/EuroCOLT, том 2111 из Lecture Notes in Computer Science, стр. 605-615. Springer, (2001)Online Meta-Learning., , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 1920-1930. PMLR, (2019)