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» Using Stochastic Grammars to Learn Robotic Tasks
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AGENTS
1997
Springer
15 years 5 months ago
Learning View Graphs for Robot Navigation
Abstract. We present a purely vision-based scheme for learning a topological representation of an open environment. The system represents selected places by local views of the surr...
Matthias O. Franz, Bernhard Schölkopf, Philip...
RSS
2007
152views Robotics» more  RSS 2007»
15 years 2 months ago
Dimensionality Reduction Using Automatic Supervision for Vision-Based Terrain Learning
Abstract— This paper considers the problem of learning to recognize different terrains from color imagery in a fully automatic fashion, using the robot’s mechanical sensors as ...
Anelia Angelova, Larry Matthies, Daniel M. Helmick...
ICML
1999
IEEE
16 years 2 months ago
Abstracting from Robot Sensor Data using Hidden Markov Models
ing from Robot Sensor Data using Hidden Markov Models Laura Firoiu, Paul Cohen Computer Science Department, LGRC University of Massachusetts at Amherst, Box 34610 Amherst, MA 01003...
Laura Firoiu, Paul R. Cohen
ICRA
2006
IEEE
81views Robotics» more  ICRA 2006»
15 years 7 months ago
Organized Motion Control of a lot of Microorganisms using Visual Feedback
Abstract— We propose a novel method to control a lot of microorganisms by using visual feedback for micro-robotic application. Our goal is to control a cluster of microorganisms ...
Kiyonori Takahashi, Naoko Ogawa, Hiromasa Oku, Koi...
AAAI
1994
15 years 2 months ago
High Dimension Action Spaces in Robot Skill Learning
Table lookup with interpolation is used for many learning and adaptation tasks. Redundant mappings capture the important concept of \motor skill," which is important in real,...
Jeff G. Schneider