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SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning.

, , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 7444-7453. PMLR, (2019)

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Composing graphical models with neural networks for structured representations and fast inference., , , , and . NIPS, page 2946-2954. (2016)The Hierarchical Dirichlet Process Hidden Semi-Markov Model., and . UAI, page 252-259. AUAI Press, (2010)Autoconj: Recognizing and Exploiting Conjugacy Without a Domain-Specific Language., , and . CoRR, (2018)Cross-Corpora Unsupervised Learning of Trajectories in Autism Spectrum Disorders., , , , , and . J. Mach. Learn. Res., (2016)Decomposing reverse-mode automatic differentiation., , , , and . CoRR, (2021)Learning Differential Equations that are Easy to Solve., , , and . NeurIPS, (2020)Structure-Exploiting variational inference for recurrent switching linear dynamical systems., and . CAMSAP, page 1-5. IEEE, (2017)Demonstration of quadrupedal locomotion over rough terrain using the littledog robot., , and . ICRA, page 1094-1095. IEEE, (2010)The LORACs prior for VAEs: Letting the Trees Speak for the Data., , and . CoRR, (2018)Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models., , , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 1309-1317. PMLR, (2018)