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ICML
2002
IEEE
16 years 7 months ago
Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs
One of the central challenges in reinforcement learning is to balance the exploration/exploitation tradeoff while scaling up to large problems. Although model-based reinforcement ...
Carlos Guestrin, Relu Patrascu, Dale Schuurmans
ICRA
2008
IEEE
471views Robotics» more  ICRA 2008»
16 years 16 days ago
Autonomous image-based exploration for mobile robot navigation
— Image-based navigation paradigms have recently emerged as an interesting alternative to conventional modelbased methods in mobile robotics. In this paper, we augment the existi...
D. Santosh, Supreeth Achar, C. V. Jawahar
MM
2005
ACM
219views Multimedia» more  MM 2005»
15 years 11 months ago
Pervasive views: area exploration and guidance using extended image media
This work achieves full registration of scenes in a large area and creates visual indexes for visualization in a digital city. We explore effective mapping, indexing, and display ...
Jiang Yu Zheng, Xiaolong Wang
ISER
2004
Springer
172views Robotics» more  ISER 2004»
15 years 11 months ago
Autonomous Navigation Results from the Mars Exploration Rover (MER) Mission
In January, 2004, the Mars Exploration Rover (MER) mission landed two rovers, Spirit and Opportunity, on the surface of Mars. Several autonomous navigation capabilities were employ...
Mark W. Maimone, Andrew Edie Johnson, Yang Cheng, ...
ICVS
2001
Springer
15 years 10 months ago
A Stereo Vision System for Support of Planetary Surface Exploration
In this paper a system will be presented that was developed for ESA for the support of planetary exploration. The system that is sent to the planetary surface consists of a rover a...
Maarten Vergauwen, Marc Pollefeys, Luc J. Van Gool