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Reinforcement Learning of Phase Oscillators for Fast Adaptation to Moving Targets.

, , and . CoRL, volume 87 of Proceedings of Machine Learning Research, page 630-640. PMLR, (2018)

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Robust Reinforcement Learning., and . NIPS, page 1061-1067. MIT Press, (2000)Minimax differential dynamic programming: application to a biped walking robot., , and . IROS, page 1927-1932. IEEE, (2003)Efficient reuse of previous experiences in humanoid motor learning., , , , , and . Humanoids, page 554-559. IEEE, (2014)Behavior recognition with ground reaction force estimation and its application to imitation learning., , and . IROS, page 2029-2034. IEEE, (2008)Design of hybrid drive exoskeleton robot XoR2., , , , and . IROS, page 4642-4648. IEEE, (2013)Learning and adaptation of a Stylistic Myoelectric Interface: EMG-based robotic control with individual user differences., , and . ROBIO, page 390-395. IEEE, (2011)Learning Sensory Feedback to CPG with Policy Gradient for Biped Locomotion., , , , and . ICRA, page 4164-4169. IEEE, (2005)From compliant balancing to dynamic walking on humanoid robot: Integration of CNS and CPG., , and . ICRA, page 1084-1085. IEEE, (2010)Off-line path integral reinforcement learning using stochastic robot dynamics approximated by sparse pseudo-input Gaussian processes: Application to humanoid robot motor learning in the real environment., and . ICRA, page 1311-1316. IEEE, (2013)Combining Correlation-Based and Reward-Based Learning in Neural Control for Policy Improvement., , , and . Advances in Complex Systems, (2013)