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83
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ICANN
2007
Springer
15 years 3 months ago
Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing
Abstract. Reservoir Computing (RC) uses a randomly created recurrent neural network where only a linear readout layer is trained. In this work, RC is used for detecting complex eve...
Eric A. Antonelo, Benjamin Schrauwen, Xavier Dutoi...
78
Voted
ISER
1999
Springer
114views Robotics» more  ISER 1999»
15 years 1 months ago
Continuous Probabilistic Mapping by Autonomous Robots
In this paper, we present a new approach for continuous probabilistic mapping. The objective is to build metric maps of unknown environments through cooperation between multiple au...
Jesús Salido Tercero, Christiaan J. J. Pare...
95
Voted
VW
1998
Springer
174views Virtual Reality» more  VW 1998»
15 years 1 months ago
Webots: Symbiosis Between Virtual and Real Mobile Robots
Abstract. This paper presents Webots: a realistic mobile robot simulator allowing a straightforward transfer to real robots. The simulator currently support the Khepera mobile robo...
Olivier Michel
FUIN
2002
92views more  FUIN 2002»
14 years 9 months ago
Real Time Control for Autonomous Mobile Robots
Control of autonomous mobile robots in dynamical environments is interesting from a cognitive point of view as well as under application view points. Stimulus response controls ar...
Hans-Dieter Burkhard
78
Voted
IROS
2006
IEEE
152views Robotics» more  IROS 2006»
15 years 3 months ago
Integrating Active Mobile Robot Object Recognition and SLAM in Natural Environments
Abstract— Linking semantic and spatial information has become an important research area in robotics since, for robots interacting with humans and performing tasks in natural env...
Staffan Ekvall, Patric Jensfelt, Danica Kragic