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» Mobile Robot Path Planning in Dynamic Environments
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ICANN
2007
Springer
15 years 4 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...
IROS
2008
IEEE
165views Robotics» more  IROS 2008»
15 years 4 months ago
Probabilistic navigation in dynamic environment using Rapidly-exploring Random Trees and Gaussian processes
— The paper describes a navigation algorithm for dynamic, uncertain environment. Moving obstacles are supposed to move on typical patterns which are pre-learned and are represent...
Chiara Fulgenzi, Christopher Tay, Anne Spalanzani,...
ROBOCUP
2007
Springer
99views Robotics» more  ROBOCUP 2007»
15 years 4 months ago
Instance-Based Action Models for Fast Action Planning
Abstract. Two main challenges of robot action planning in real domains are uncertain action effects and dynamic environments. In this paper, an instance-based action model is lear...
Mazda Ahmadi, Peter Stone
HRI
2006
ACM
15 years 4 months ago
How may I serve you?: a robot companion approaching a seated person in a helping context
This paper presents the combined results of two studies that investigated how a robot should best approach and place itself relative to a seated human subject. Two live Human Robo...
Kerstin Dautenhahn, Michael L. Walters, Sarah Wood...
ICRA
2010
IEEE
145views Robotics» more  ICRA 2010»
14 years 8 months ago
Modeling and decision making in spatio-temporal processes for environmental surveillance
Abstract— The need for efficient monitoring of spatiotemporal dynamics in large environmental surveillance applications motivates the use of robotic sensors to achieve sufficie...
Amarjeet Singh 0003, Fabio Ramos, Hugh D. Whyte, W...