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» Randomized Robot Navigation Algorithms
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ICANN
2007
Springer
15 years 5 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»
14 years 11 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»
15 years 6 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»
15 years 3 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»
15 years 6 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...