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Policy Learning with an Efficient Black-Box Optimization Algorithm.

, , , , and . Int. J. Humanoid Robotics, 12 (3): 1550029:1-1550029:20 (2015)

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Distributed Central Pattern Generator Model for Robotics Application Based on Phase Sensitivity Analysis., and . BioADIT, volume 3141 of Lecture Notes in Computer Science, page 333-349. Springer, (2004)Dynamic torque control of a hydraulic quadruped robot., , , , , and . ICRA, page 1889-1894. IEEE, (2012)Numerical search for local (partial) differential flatness., , and . IROS, page 3640-3646. IEEE, (2016)Automatic Differentiation of Rigid Body Dynamics for Optimal Control and Estimation., , , , , and . CoRR, (2017)Quadrupedal trotting with active compliance., , , and . ICM, page 610-616. IEEE, (2013)Efficient whole-body trajectory optimization using contact constraint relaxation., , and . Humanoids, page 43-48. IEEE, (2016)Learning of closed-loop motion control., , and . IROS, page 1441-1446. IEEE, (2014)Reinforcement learning of motor skills in high dimensions: A path integral approach., , and . ICRA, page 2397-2403. IEEE, (2010)Adaptive Four Legged Locomotion Control Based on Nonlinear Dynamical Systems., , and . SAB, volume 4095 of Lecture Notes in Computer Science, page 138-149. Springer, (2006)A Family of Iterative Gauss-Newton Shooting Methods for Nonlinear Optimal Control., , , , and . IROS, page 1-9. IEEE, (2018)