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ICRA
2006
IEEE
75views Robotics» more  ICRA 2006»
14 years 4 months ago
Thinning-based Topological Exploration using Position Probability of Topological Nodes
- Exploration is the fundamental task of guiding a robot autonomously during mapping so that it covers the entire environment with its sensors. In the frontier-based exploration, a...
Tae-Bum Kwon, Jae-Bok Song
ICRA
2010
IEEE
172views Robotics» more  ICRA 2010»
13 years 9 months ago
Coordinated multi-robot real-time exploration with connectivity and bandwidth awareness
— While there has been substantial progress for multi-robot exploration of an unknown area, little attention has been given to communication, especially bandwidth constraints in ...
Yuanteng Pei, Matt W. Mutka, Ning Xi
IROS
2007
IEEE
204views Robotics» more  IROS 2007»
14 years 5 months ago
Over-the-horizon, autonomous navigation for planetary exploration
— The success of NASA’s Mars Exploration Rovers has demonstrated the important benefits that mobility adds to planetary exploration. Very soon, mission requirements will impos...
Ioannis M. Rekleitis, Jean-Luc Bedwani, Erick Dupu...
ICRA
2006
IEEE
131views Robotics» more  ICRA 2006»
14 years 4 months ago
Using Reinforcement Learning to Improve Exploration Trajectories for Error Minimization
Abstract— The mapping and localization problems have received considerable attention in robotics recently. The exploration problem that drives mapping has started to generate sim...
Thomas Kollar, Nicholas Roy
ICML
2008
IEEE
14 years 11 months ago
Exploration scavenging
We examine the problem of evaluating a policy in the contextual bandit setting using only observations collected during the execution of another policy. We show that policy evalua...
John Langford, Alexander L. Strehl, Jennifer Wortm...