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Learning a Contact-Adaptive Controller for Robust, Efficient Legged Locomotion.

, , , , , , , and . CoRL, volume 155 of Proceedings of Machine Learning Research, page 883-894. PMLR, (2020)

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Approximately optimal continuous-time motion planning and control via Probabilistic Inference., , , and . ICRA, page 664-671. IEEE, (2017)Improving Image Clustering With Multiple Pretrained CNN Feature Extractors., and . BMVC, page 51. BMVA Press, (2018)Learning Reactive Motion Policies in Multiple Task Spaces from Human Demonstrations., , , , , , , and . CoRL, volume 100 of Proceedings of Machine Learning Research, page 1457-1468. PMLR, (2019)Expressiveness and Learning of Hidden Quantum Markov Models., , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 4151-4161. PMLR, (2020)Grasping with Chopsticks: Combating Covariate Shift in Model-free Imitation Learning for Fine Manipulation., , , , and . CoRR, (2020)Multi-objective Policy Generation for Multi-robot Systems Using Riemannian Motion Policies., , , and . ISRR, volume 20 of Springer Proceedings in Advanced Robotics, page 258-274. Springer, (2019)Fast Policy Learning through Imitation and Reinforcement., , , and . UAI, page 845-855. AUAI Press, (2018)Two-Manifold Problems, and . CoRR, (2011)A Spectral Learning Approach to Range-Only SLAM., and . ICML (1), volume 28 of JMLR Workshop and Conference Proceedings, page 19-26. JMLR.org, (2013)Learning to Filter with Predictive State Inference Machines., , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1197-1205. JMLR.org, (2016)