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AROBOTS
1999
115views more  AROBOTS 1999»
13 years 5 months ago
Integrating Exploration, Localization, Navigation and Planning with a Common Representation
Two major themes of our research include the creation of mobile robot systems that are robust and adaptive in rapidly changing environments, and the view of integration as a basic ...
Alan C. Schultz, William Adams, Brian Yamauchi
AROBOTS
1999
110views more  AROBOTS 1999»
13 years 5 months ago
Self-Localization of Autonomous Robots by Hidden Representations
We present a framework for constructing representations of space in an autonomous agent which does not obtain any direct information about its location. Instead the algorithm relie...
J. Michael Herrmann, Klaus Pawelzik, Theo Geisel
AROBOTS
1999
93views more  AROBOTS 1999»
13 years 5 months ago
A Robotic Excavator for Autonomous Truck Loading
Excavators are used for the rapid removal of soil and other materials in mines, quarries, and construction sites. The automation of these machines offers promise for increasing pro...
Anthony Stentz, John Bares, Sanjiv Singh, Patrick ...
AROBOTS
1999
117views more  AROBOTS 1999»
13 years 5 months ago
AV-Shell, an Environment for Autonomous Robotic Applications Using Active Vision
Abstract. In this paper, we present a system called the Active Vision Shell (AV-shell) which provides a programming framework for expressing and implementing autonomous robotic tas...
Jeffrey A. Fayman, Ehud Rivlin, Henrik I. Christen...
AROBOTS
1999
104views more  AROBOTS 1999»
13 years 5 months ago
Reinforcement Learning Soccer Teams with Incomplete World Models
We use reinforcement learning (RL) to compute strategies for multiagent soccer teams. RL may pro t signi cantly from world models (WMs) estimating state transition probabilities an...
Marco Wiering, Rafal Salustowicz, Jürgen Schm...