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» Using Stochastic Grammars to Learn Robotic Tasks
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ESANN
2007
15 years 2 months ago
Applying the Episodic Natural Actor-Critic Architecture to Motor Primitive Learning
In this paper, we investigate motor primitive learning with the Natural Actor-Critic approach. The Natural Actor-Critic consists out of actor updates which are achieved using natur...
Jan Peters, Stefan Schaal
CORR
2004
Springer
122views Education» more  CORR 2004»
15 years 1 months ago
Evolution of a Subsumption Architecture Neurocontroller
An approach to robotics called layered evolution and merging features from the subsumption architecture into evolutionary robotics is presented, and its advantages are discussed. T...
Julian Togelius
MRC
2003
182views Robotics» more  MRC 2003»
15 years 2 months ago
Virtual Synergy: A Human-Robot Interface for Urban Search and Rescue
This paper describes the Virtual Synergy interface, which combines a three dimensional graphical interface with physical robots to allow for collaboration among multiple human res...
Sheila Tejada, Andrew Cristina, Priscilla Goodwyne...
70
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ICRA
2010
IEEE
96views Robotics» more  ICRA 2010»
14 years 11 months ago
Machine-learning based control of a human-like tendon-driven neck
This paper describes the control of a human-like robotic neck actuated with tendons. The controller regulates the length of the tendons to achieve a desired orientation of the neck...
Lorenzo Jamone, Matteo Fumagalli, Giorgio Metta, L...
IROS
2007
IEEE
146views Robotics» more  IROS 2007»
15 years 7 months ago
Capturing robot workspace structure: representing robot capabilities
— Humans have at some point learned an abstraction of the capabilities of their arms. By just looking at the scene they can decide which places or objects they can easily reach a...
Franziska Zacharias, Christoph Borst, Gerd Hirzing...