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» A factorisation model of robotic tasks
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IROS
2009
IEEE
137views Robotics» more  IROS 2009»
14 years 5 months ago
Decentralized planning for dynamic motion generation of multi-link robotic systems
— This paper presents a decentralized planning method for generating dynamic whole body motions of multilink robots including humanoids. First, a robotic system will be modeled a...
Yuichi Tazaki, Hisashi Sugiura, Herbert Janssen, C...
HRI
2007
ACM
14 years 2 months ago
Incremental learning of gestures by imitation in a humanoid robot
We present an approach to teach incrementally human gestures to a humanoid robot. The learning process consists of first projecting the movement data in a latent space and encodin...
Sylvain Calinon, Aude Billard
ICECCS
2010
IEEE
159views Hardware» more  ICECCS 2010»
13 years 10 months ago
Towards Self-Healing Swarm Robotic Systems Inspired by Granuloma Formation
Abstract—Granuloma is a medical term for a ball-like collection of immune cells that attempts to remove foreign substances from a host organism. This response is a special type o...
Amelia Ritahani Ismail, Jon Timmis
ISRR
2005
Springer
163views Robotics» more  ISRR 2005»
14 years 3 months ago
POMDP Planning for Robust Robot Control
POMDPs provide a rich framework for planning and control in partially observable domains. Recent new algorithms have greatly improved the scalability of POMDPs, to the point where...
Joelle Pineau, Geoffrey J. Gordon
ICANN
2003
Springer
14 years 3 months ago
Unsupervised Learning of a Kinematic Arm Model
Abstract. An abstract recurrent neural network trained by an unsupervised method is applied to the kinematic control of a robot arm. The network is a novel extension of the Neural ...
Heiko Hoffmann, Ralf Möller