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» Autonomous Exploration: An Integrated Systems Approach
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IROS
2007
IEEE
157views Robotics» more  IROS 2007»
15 years 4 months ago
Autonomous blimp control using model-free reinforcement learning in a continuous state and action space
— In this paper, we present an approach that applies the reinforcement learning principle to the problem of learning height control policies for aerial blimps. In contrast to pre...
Axel Rottmann, Christian Plagemann, Peter Hilgers,...
RAS
2010
123views more  RAS 2010»
14 years 4 months ago
An information-based exploration strategy for environment mapping with mobile robots
The availability of efficient mapping systems to produce accurate representations of initially unknown environments is recognized as one of the main requirements for autonomous mo...
Francesco Amigoni, Vincenzo Caglioti
DBPL
2005
Springer
143views Database» more  DBPL 2005»
15 years 3 months ago
Inconsistency Tolerance in P2P Data Integration: An Epistemic Logic Approach
We study peer-to-peer ðP2PÞ data integration, where each peer models an autonomous system that exports data in terms of its own schema, and data interoperation is achieved by me...
Diego Calvanese, Giuseppe De Giacomo, Domenico Lem...
ICRA
1998
IEEE
112views Robotics» more  ICRA 1998»
15 years 1 months ago
Model-Based Car Tracking Integrated with a Road-Follower
This paper discusses how we integrated our 3D car tracking approach with the lane following module RALPH on the Navlab autonomous vehicles, obtaining a hybrid vision system that t...
Frank Dellaert, Dean Pomerleau, Charles E. Thorpe
ICRA
1993
IEEE
152views Robotics» more  ICRA 1993»
15 years 1 months ago
The USC Autonomous Flying Vehicle: An Experiment in Real Time Behavior-Based Control
A control system architecture is described for an autonomous flying vehicle. The vehicle, equipped with fourteen sensors, uses a model helicopter as an airframe. The control syste...
M. Anthony Lewis, Andrew H. Fagg, George A. Bekey