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Continuous-time Gaussian process motion planning via probabilistic inference.

, , , , and . Int. J. Robotics Res., (2018)

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Truncated horizon Policy Search: Combining Reinforcement Learning & Imitation Learning., , and . ICLR (Poster), OpenReview.net, (2018)Gaussian Process Motion planning., , and . ICRA, page 9-15. IEEE, (2016)Expressiveness and Learning of Hidden Quantum Markov Models., , , and . CoRR, (2019)Deep Forward and Inverse Perceptual Models for Tracking and Prediction., , , , and . ICRA, page 675-682. IEEE, (2018)Online Motion Planning Over Multiple Homotopy Classes with Gaussian Process Inference., , , and . IROS, page 2358-2364. IEEE, (2019)Geometric Fabrics: Generalizing Classical Mechanics to Capture the Physics of Behavior., , , , , , , , , and 2 other author(s). IEEE Robotics Autom. Lett., 7 (2): 3202-3209 (2022)Fast Joint Space Model-Predictive Control for Reactive Manipulation., , , , , , and . CoRR, (2021)Learning to Find Common Objects Across Few Image Collections., , , , , and . ICCV, page 5116-5125. IEEE, (2019)Online Learning with Continuous Variations: Dynamic Regret and Reductions., , , and . CoRR, (2019)Incremental Sparse GP Regression for Continuous-time Trajectory Estimation & Mapping., , and . CoRR, (2015)