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Online Instrumental Variable Regression with Applications to Online Linear System Identification.

, , , , and . AAAI, page 2101-2107. AAAI Press, (2016)

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Computational Rationalization: The Inverse Equilibrium Problem., , and . CoRR, (2013)Learning Monocular Reactive UAV Control in Cluttered Natural Environments, , , , , , and . CoRR, (2012)Solving Games with Functional Regret Estimation., , , and . CoRR, (2014)Generalized Boosting Algorithms for Convex Optimization, and . CoRR, (2011)Vision and Learning for Deliberative Monocular Cluttered Flight., , , , , , , , and . FSR, volume 113 of Springer Tracts in Advanced Robotics, page 391-409. Springer, (2015)Shared Autonomy via Hindsight Optimization for Teleoperation and Teaming., , , , and . CoRR, (2017)Learning from Demonstration for Autonomous Navigation in Complex Unstructured Terrain., , and . Int. J. Robotics Res., 29 (12): 1565-1592 (2010)Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction., , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 3309-3318. PMLR, (2017)Inverse Optimal Heuristic Control for Imitation Learning., , , , , , and . AISTATS, volume 5 of JMLR Proceedings, page 424-431. JMLR.org, (2009)Clearing a pile of unknown objects using interactive perception., , , and . ICRA, page 154-161. IEEE, (2013)