Robot Learning

[1]  Brett Browning,et al.  A survey of robot learning from demonstration , 2009, Robotics Auton. Syst..

[2]  H. Sebastian Seung,et al.  Stochastic policy gradient reinforcement learning on a simple 3D biped , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[3]  Stefan Schaal,et al.  Scalable Techniques from Nonparametric Statistics for Real Time Robot Learning , 2002, Applied Intelligence.

[4]  Ben Tse,et al.  Autonomous Inverted Helicopter Flight via Reinforcement Learning , 2004, ISER.

[5]  Stefan Schaal,et al.  Computational approaches to motor learning by imitation. , 2003, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[6]  Jan Peters,et al.  Reinforcement learning in robotics: A survey , 2013, Int. J. Robotics Res..

[7]  Pieter Abbeel,et al.  Apprenticeship learning for helicopter control , 2009, CACM.

[8]  Darwin G. Caldwell,et al.  Learning and Reproduction of Gestures by Imitation , 2010, IEEE Robotics & Automation Magazine.

[9]  Jan Peters,et al.  Model learning for robot control: a survey , 2011, Cognitive Processing.

[10]  Edward Grant,et al.  Learning Control , 1993, Encyclopedia of Machine Learning.

[11]  Martin A. Riedmiller,et al.  Reinforcement learning for robot soccer , 2009, Auton. Robots.

[12]  Stefan Schaal,et al.  Learning to Control in Operational Space , 2008, Int. J. Robotics Res..

[13]  Russ Tedrake,et al.  Underactuated Robotics: Learning, Planning, and Control for Ecient and Agile Machines Course Notes for MIT 6.832 , 2009 .

[14]  Stefan Schaal,et al.  2008 Special Issue: Reinforcement learning of motor skills with policy gradients , 2008 .