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» Real Time Control for Autonomous Mobile Robots
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ICRA
2009
IEEE
227views Robotics» more  ICRA 2009»
14 years 2 months ago
Adaptive autonomous control using online value iteration with gaussian processes
— In this paper, we present a novel approach to controlling a robotic system online from scratch based on the reinforcement learning principle. In contrast to other approaches, o...
Axel Rottmann, Wolfram Burgard
AROBOTS
2007
159views more  AROBOTS 2007»
13 years 7 months ago
Structure-based color learning on a mobile robot under changing illumination
— A central goal of robotics and AI is to be able to deploy an agent to act autonomously in the real world over an extended period of time. To operate in the real world, autonomo...
Mohan Sridharan, Peter Stone
SMC
2007
IEEE
116views Control Systems» more  SMC 2007»
14 years 1 months ago
Decision-making under severe uncertainty for autonomous mobile robots
— The field of robotics is on a growth curve, with most of the growth expected in the areas of personal and service robots. As robots become more prevalent in chaotic home and in...
Daniel Berleant, Gary T. Anderson
ICARCV
2002
IEEE
172views Robotics» more  ICARCV 2002»
14 years 10 days ago
Incremental map building using an occupancy grid for an autonomous monocular robot
This paper centres on the problem of estimating the location of features in the environment within a map building framework for a mobile robot with a single camera. Most of the ex...
R. Gartshore, A. Aguado, C. Galambos
ICRA
2000
IEEE
83views Robotics» more  ICRA 2000»
13 years 11 months ago
Using Model Checking to Guarantee Safety in Automatically-Synthesized Real-Time Controllers
David J. Musliner, Robert P. Goldman, Michael J. S...