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» Piecemeal Learning of an Unknown Environment
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COLT
1993
Springer
13 years 9 months ago
Piecemeal Learning of an Unknown Environment
We introducea new learningproblem: learninga graph by piecemeal search, in which the learner must return every so often to its starting point (for refueling, say). We present two l...
Margrit Betke, Ronald L. Rivest, Mona Singh
ALGORITHMICA
2002
84views more  ALGORITHMICA 2002»
13 years 4 months ago
Exploring Unknown Environments with Obstacles
We study exploration problems where a robot has to construct a complete map of an unknown environment using a path that is as short as possible. In the rst problem setting we cons...
Susanne Albers, Klaus Kursawe, Sven Schuierer
ICRA
2009
IEEE
138views Robotics» more  ICRA 2009»
13 years 11 months ago
Which landmark is useful? Learning selection policies for navigation in unknown environments
Abstract— In general, a mobile robot that operates in unknown environments has to maintain a map and has to determine its own location given the map. This introduces significant...
Hauke Strasdat, Cyrill Stachniss, Wolfram Burgard
ICRA
2003
IEEE
108views Robotics» more  ICRA 2003»
13 years 10 months ago
On-line safe path planning in unknown environments
s - For the on-line safe path planning of a mobile robot in unknown environments, the paper proposes a simple Hopfield Neural Network ( HNN ) planner. Without learning process, the...
Weidong Chen, Changhong Fan, Yugeng Xi