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AROBOTS
2006
97views more  AROBOTS 2006»
13 years 4 months ago
How a mobile robot selects landmarks to make a decision based on an information criterion
Most current mobile robots are designed to determine their actions according to their positions. Before making a decision, they need to localize themselves. Thus, their observation...
Noriaki Mitsunaga, Minoru Asada
ROBOCUP
2000
Springer
146views Robotics» more  ROBOCUP 2000»
13 years 8 months ago
Observation Strategy for Decision Making Based on Information Criterion
Self localization seems necessary for mobile robot navigation. The conventional method such as geometric reconstruction from landmark observations is generally time-consuming and ...
Noriaki Mitsunaga, Minoru Asada
IWANN
2001
Springer
13 years 9 months ago
Landmark Recognition for Autonomous Navigation Using Odometric Information and a Network of Perceptrons
In this paper two methods for the detection and recognition of landmarks to be used in topological modeling for autonomous mobile robots are presented. The first method is based o...
Javier de Lope Asiaín, Darío Maraval...
CRV
2009
IEEE
153views Robotics» more  CRV 2009»
13 years 11 months ago
Optimal Online Data Sampling or How to Hire the Best Secretaries
The problem of online sampling of data, can be seen as a generalization of the classical secretary problem. The goal is to maximize the probability of picking the k highest scorin...
Yogesh Girdhar, Gregory Dudek
AAAI
2006
13 years 6 months ago
Action Selection in Bayesian Reinforcement Learning
My research attempts to address on-line action selection in reinforcement learning from a Bayesian perspective. The idea is to develop more effective action selection techniques b...
Tao Wang