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ISCI
2002
112views more  ISCI 2002»
13 years 4 months ago
Intelligent learning and control of autonomous robotic agents operating in unstructured environments
The control of autonomous intelligent robotic agent operating in unstructured changing environments includes many objective difficulties. One major difficulty concerns the charact...
Hani Hagras, Tarek M. Sobh
ECAI
2000
Springer
13 years 8 months ago
Autonomous Environment and Task Adaptation for Robotic Agents
This paper investigates the problem of improving the performance of general state-of-the-art robot control systems by autonomously adapting them to specific tasks and environments...
Michael Beetz, Thorsten Belker
SBRN
2008
IEEE
13 years 10 months ago
Imitation Learning of an Intelligent Navigation System for Mobile Robots Using Reservoir Computing
The design of an autonomous navigation system for mobile robots can be a tough task. Noisy sensors, unstructured environments and unpredictability are among the problems which mus...
Eric A. Antonelo, Benjamin Schrauwen, Dirk Strooba...
AAAI
2011
12 years 4 months ago
Autonomous Skill Acquisition on a Mobile Manipulator
We describe a robot system that autonomously acquires skills through interaction with its environment. The robot learns to sequence the execution of a set of innate controllers to...
George Konidaris, Scott Kuindersma, Roderic A. Gru...
HOLOMAS
2005
Springer
13 years 10 months ago
Simulation of Underwater Surveillance by a Team of Autonomous Robots
Within this paper we describe a simulation environment for the underwater surveillance and propose architecture of control part of autonomous robot capable of efficient operation i...
Milan Rollo, Petr Novák, Pavel Jisl