MANIPULATION
Position teaching of a robot arm by demonstration with a wearable input device
Jacopo Aleotti, Alexander Skoglund, Tom Duckett
- Year
- 2004
- Citations
- 31
Abstract
This paper describes the first prototype of a "Programming by demonstration" (PbD) system for position teaching of a robot manipulator. A new approach for enabling PbD using supervised learning is presented, by connecting a wearable input device for sensing human arm movements to the software controller of a robot arm. The method does not require analytical modelling of either the human arm or robot, and can be customised for di#erent users and robots. Initial experiments on some simple movements tasks are presented.
Keywords
Computer sciencePosition (finance)Wearable computerRobotRobotic armArtificial intelligenceHuman–computer interactionComputer visionSimulationEmbedded system
Related papers
OTHER
📊 26,957 cites
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
PERCEPTION
📊 22,245 cites
Artificial intelligence: a modern approach
1995
OTHER
📊 18,993 cites
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
SWARM
📊 14,853 cites
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002