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[1] Kerstin Dautenhahn,et al. Achieving Corresponding Effects on Multiple Robotic Platforms: Imitating in Context Using Different Effect Metrics , 2005 .
[2] Geoffrey J. Gordon,et al. A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning , 2010, AISTATS.
[3] Darwin G. Caldwell,et al. Learning and Reproduction of Gestures by Imitation , 2010, IEEE Robotics & Automation Magazine.
[4] Yuval Tassa,et al. Emergence of Locomotion Behaviours in Rich Environments , 2017, ArXiv.
[5] Aude Billard,et al. Learning from Humans , 2016, Springer Handbook of Robotics, 2nd Ed..
[6] Manuel Lopes,et al. Affordance-based imitation learning in robots , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[7] J. Andrew Bagnell,et al. Maximum margin planning , 2006, ICML.
[8] Pieter Abbeel,et al. An Algorithmic Perspective on Imitation Learning , 2018, Found. Trends Robotics.
[9] Rajesh P. N. Rao,et al. Learning Actions through Imitation and Exploration: Towards Humanoid Robots That Learn from Humans , 2009, Creating Brain-Like Intelligence.
[10] Jan Peters,et al. Phase estimation for fast action recognition and trajectory generation in human–robot collaboration , 2017, Int. J. Robotics Res..
[11] Pieter Abbeel,et al. Autonomous Helicopter Aerobatics through Apprenticeship Learning , 2010, Int. J. Robotics Res..
[12] Martial Hebert,et al. Learning monocular reactive UAV control in cluttered natural environments , 2012, 2013 IEEE International Conference on Robotics and Automation.
[13] Jan Peters,et al. Relative Entropy Inverse Reinforcement Learning , 2011, AISTATS.
[14] Rajesh P. N. Rao,et al. Dynamic Imitation in a Humanoid Robot through Nonparametric Probabilistic Inference , 2006, Robotics: Science and Systems.
[15] Jan Peters,et al. Imitation and Reinforcement Learning , 2010, IEEE Robotics & Automation Magazine.
[16] Siddhartha S. Srinivasa,et al. Imitation learning for locomotion and manipulation , 2007, 2007 7th IEEE-RAS International Conference on Humanoid Robots.
[17] K. Dautenhahn,et al. Do as I Do: Correspondences across Different Robotic Embodiments , 2002 .
[18] Chrystopher L. Nehaniv,et al. Imitation with ALICE: learning to imitate corresponding actions across dissimilar embodiments , 2002, IEEE Trans. Syst. Man Cybern. Part A.
[19] Peter Englert,et al. Probabilistic model-based imitation learning , 2013, Adapt. Behav..
[20] Tamim Asfour,et al. Imitation Learning of Dual-Arm Manipulation Tasks in Humanoid Robots , 2006, 2006 6th IEEE-RAS International Conference on Humanoid Robots.
[21] Jakub W. Pachocki,et al. Learning dexterous in-hand manipulation , 2018, Int. J. Robotics Res..
[22] Chrystopher L. Nehaniv,et al. Correspondence Mapping Induced State and Action Metrics for Robotic Imitation , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[23] Sergey Levine,et al. DeepMimic , 2018, ACM Trans. Graph..
[24] K. Dautenhahn,et al. Imitation and Social Learning in Robots, Humans and Animals: Behavioural, Social and Communicative Dimensions , 2009 .
[25] Stefano Ermon,et al. Model-Free Imitation Learning with Policy Optimization , 2016, ICML.
[26] Yuan Yu,et al. TensorFlow: A system for large-scale machine learning , 2016, OSDI.
[27] Charu C. Aggarwal,et al. Neural Networks and Deep Learning , 2018, Springer International Publishing.
[28] Anind K. Dey,et al. Maximum Entropy Inverse Reinforcement Learning , 2008, AAAI.
[29] Mamoru Mitsuishi,et al. Trajectory planning under different initial conditions for surgical task automation by learning from demonstration , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).
[30] David Silver,et al. Learning from Demonstration for Autonomous Navigation in Complex Unstructured Terrain , 2010, Int. J. Robotics Res..
[31] Chrystopher L. Nehaniv,et al. Like Me?- Measures of Correspondence and Imitation , 2001, Cybern. Syst..
[32] Darwin G. Caldwell,et al. Imitation Learning of Positional and Force Skills Demonstrated via Kinesthetic Teaching and Haptic Input , 2011, Adv. Robotics.
[33] Alec Radford,et al. Proximal Policy Optimization Algorithms , 2017, ArXiv.
[34] Jun Nakanishi,et al. Movement imitation with nonlinear dynamical systems in humanoid robots , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).
[35] Sergey Levine,et al. Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization , 2016, ICML.
[36] Pieter Abbeel,et al. Apprenticeship learning via inverse reinforcement learning , 2004, ICML.
[37] Rajesh P. N. Rao,et al. Learning to Walk by Imitation in Low-Dimensional Subspaces , 2010, Adv. Robotics.
[38] Frank Chongwoo Park,et al. A Lie Group Formulation of Robot Dynamics , 1995, Int. J. Robotics Res..