Behavior recognition for segmentation of demonstrated tasks

One common approach to the robot learning technique Learning From Demonstration, is to use a set of pre-programmed skills as building blocks for more complex tasks. One important part of this appro ...

[1]  Stefan Schaal,et al.  Policy Learning for Motor Skills , 2007, ICONIP.

[2]  Richard Alan Peters,et al.  Robonaut task learning through teleoperation , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[3]  Monica N. Nicolescu,et al.  Linking perception and action in a control architecture for human-robot domains , 2003, 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the.

[4]  Paul R. Cohen,et al.  Voting experts: An unsupervised algorithm for segmenting sequences , 2007, Intell. Data Anal..

[5]  E.U. Braun,et al.  An instrumentation aystem with force feedback, automatic recognition and skills for cardiac telemanipulation , 2006, 2006 Computers in Cardiology.

[6]  Brandon R. Rohrer BECCA: A Brain Emulating Cognition and Control Architecture. , 2008 .

[7]  M. Matarić,et al.  Behavior-Based Segmentation of Demonstrated Tasks , 2006 .

[8]  Alin Albu-Schäffer,et al.  Learning from demonstration: repetitive movements for autonomous service robotics , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[9]  Christopher G. Atkeson,et al.  Learning from observation using primitives , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[10]  Stefan Schaal,et al.  Learning tasks from a single demonstration , 1997, Proceedings of International Conference on Robotics and Automation.

[11]  Jun Morimoto,et al.  Learning from demonstration and adaptation of biped locomotion , 2004, Robotics Auton. Syst..

[12]  Kazuhito Yokoi,et al.  Recognition and Generation of Leg Primitive Motions for Dance Imitation by a Humanoid Robot , 2003 .

[13]  Monica N. Nicolescu,et al.  Robot learning by demonstration using forward models of schema-based behaviors , 2005, ICINCO.

[14]  Dana H. Ballard,et al.  Recognizing teleoperated manipulations , 1993, [1993] Proceedings IEEE International Conference on Robotics and Automation.

[15]  Maja J. Mataric,et al.  Parametric primitives for motor representation and control , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[16]  Juha Karhunen,et al.  Principal component neural networks — Theory and applications , 1998, Pattern Analysis and Applications.

[17]  Maja J. Mataric,et al.  Demonstration-Based Behavior and Task Learning , 2006, AAAI Spring Symposium: To Boldly Go Where No Human-Robot Team Has Gone Before.

[18]  Maja J. Matarić,et al.  A framework for learning from demonstration, generalization and practice in human-robot domains , 2003 .

[19]  B. Rohrer,et al.  A learning and control approach based on the human neuromotor system , 2006, The First IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics, 2006. BioRob 2006..

[20]  Maja J. Mataric,et al.  Automated Derivation of Primitives for Movement Classification , 2000, Auton. Robots.

[21]  Maja J. Matarić,et al.  Behavior-Based Segmentation of Demonstrated Task , 2006 .