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SBRN
2008
IEEE
15 years 10 months ago
Imitation Learning of an Intelligent Navigation System for Mobile Robots Using Reservoir Computing
The design of an autonomous navigation system for mobile robots can be a tough task. Noisy sensors, unstructured environments and unpredictability are among the problems which mus...
Eric A. Antonelo, Benjamin Schrauwen, Dirk Strooba...
CEC
2007
IEEE
15 years 10 months ago
Parallel learning in heterogeneous multi-robot swarms
Abstract— Designing effective behavioral controllers for mobile robots can be difficult and tedious; this process can be circumvented by using unsupervised learning techniques w...
Jim Pugh, Alcherio Martinoli
ICRA
2006
IEEE
130views Robotics» more  ICRA 2006»
15 years 10 months ago
Grasp Recognition in Virtual Reality for Robot Pregrasp Planning by Demonstration
Abstract— This paper describes a virtual reality based Programming by Demonstration system for grasp recognition in manipulation tasks and robot pregrasp planning. The system cla...
Jacopo Aleotti, Stefano Caselli
IROS
2006
IEEE
105views Robotics» more  IROS 2006»
15 years 10 months ago
A Robocentric Motion Planner for Dynamic Environments Using the Velocity Space
— This paper addresses a method to optimize the robot motion planning in dynamic environments, avoiding the moving and static obstacles while the robot drives towards the goal. T...
Eduardo Owen, Luis Montano
EUC
2005
Springer
15 years 9 months ago
iCane - A Partner for the Visually Impaired
Any modern society should be concerned over the well-being of the visually impaired citizen. It is the responsibility of the society to lessen the inconvenience and anxiety experie...
Tsung-Hsiang Chang, Chien-Ju Ho, David Chawei Hsu,...