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» Randomized Robot Navigation Algorithms
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ICANN
2007
Springer
13 years 11 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...
KBS
2006
105views more  KBS 2006»
13 years 5 months ago
Robot docking based on omnidirectional vision and reinforcement learning
We present a system for visual robotic docking using an omnidirectional camera coupled with the actor critic reinforcement learning algorithm. The system enables a PeopleBot robot...
David Muse, Cornelius Weber, Stefan Wermter
ICRA
2007
IEEE
146views Robotics» more  ICRA 2007»
13 years 11 months ago
Crowds of Moving Objects: Navigation Planning and Simulation
Abstract— This paper presents a solution to interactive navigation planning and real-time simulation of a very large number of entities moving in a virtual environment. From the ...
Julien Pettré, Helena Grillon, Daniel Thalm...
ISER
2000
Springer
84views Robotics» more  ISER 2000»
13 years 9 months ago
Using Modular Self-Reconfiguring Robots for Locomotion
: We discuss the applications of modular self-reconfigurable robots to navigation. We show that greedy algorithms are complete for motion planning over a class of modular reconfigu...
Keith Kotay, Daniela Rus, Marsette Vona
IROS
2007
IEEE
126views Robotics» more  IROS 2007»
13 years 11 months ago
Development of a contact interaction-based navigation strategy for a biped humanoid robot
— This paper presents the development of a contact interaction-based navigation strategy for a biped humanoid robot with the aim of supporting current visual-based navigation. Th...
Hanafiah B. Yussof, Mitsuhiro Yamano, Masahiro Ohk...