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AMI
2009
Springer
14 years 4 months ago
Increased Robustness in Context Detection and Reasoning Using Uncertainty Measures: Concept and Application
This paper reports on a novel recurrent fuzzy classification method for robust detection of context activities in an environment using either single or distributed sensors. It als...
Martin Berchtold, Michael Beigl
AIIA
2007
Springer
14 years 2 months ago
Mobile Robots and Intelligent Environments
Abstract-- This paper deals with an architecture for knowledge representation suitable for integrated Robotics and Ambient Intelligence applications. The aim of the work is to adop...
Francesco Capezio, Fulvio Mastrogiovanni, Antonio ...
MATA
2004
Springer
115views Communications» more  MATA 2004»
14 years 3 months ago
AgentViz: A Visualization System for Mobile Agents
Although inexpensive, high performance computer graphics hardware has become commonly available, its application in the mobile agent and networking fields has thus far been limite...
Ken Deeter, Son T. Vuong
IROS
2006
IEEE
190views Robotics» more  IROS 2006»
14 years 4 months ago
Q-RAN: A Constructive Reinforcement Learning Approach for Robot Behavior Learning
Abstract— This paper presents a learning system that uses Qlearning with a resource allocating network (RAN) for behavior learning in mobile robotics. The RAN is used as a functi...
Jun Li, Achim J. Lilienthal, Tomás Mart&iac...
ICRA
2005
IEEE
140views Robotics» more  ICRA 2005»
14 years 3 months ago
Fast Reinforcement Learning for Vision-guided Mobile Robots
— This paper presents a new reinforcement learning algorithm for accelerating acquisition of new skills by real mobile robots, without requiring simulation. It speeds up Q-learni...
Tomás Martínez-Marín, Tom Duc...