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Learning Autonomous Driving Styles and Maneuvers from Expert Demonstration.

, , and . ISER, volume 88 of Springer Tracts in Advanced Robotics, page 371-386. Springer, (2012)

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Convex Coding., and . UAI, page 83-90. AUAI Press, (2009)Improving robot navigation through self-supervised online learning., , , , , and . J. Field Robotics, 23 (11-12): 1059-1075 (2006)Solving Games with Functional Regret Estimation., , , and . CoRR, (2014)Vision and Learning for Deliberative Monocular Cluttered Flight., , , , , , , , and . FSR, volume 113 of Springer Tracts in Advanced Robotics, page 391-409. Springer, (2015)Generalized Boosting Algorithms for Convex Optimization, and . CoRR, (2011)Learning Monocular Reactive UAV Control in Cluttered Natural Environments, , , , , , and . CoRR, (2012)Computational Rationalization: The Inverse Equilibrium Problem., , and . CoRR, (2013)Shared Autonomy via Hindsight Optimization for Teleoperation and Teaming., , , , and . CoRR, (2017)Inverse Optimal Heuristic Control for Imitation Learning., , , , , , and . AISTATS, volume 5 of JMLR Proceedings, page 424-431. JMLR.org, (2009)Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction., , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 3309-3318. PMLR, (2017)