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AIPS
2009
13 years 6 months ago
Information-Theoretic Approach to Efficient Adaptive Path Planning for Mobile Robotic Environmental Sensing
Recent research in robot exploration and mapping has focused on sampling environmental hotspot fields. This exploration task is formalized by Low, Dolan, and Khosla (2008) in a se...
Kian Hsiang Low, John M. Dolan, Pradeep K. Khosla
CORR
2011
Springer
219views Education» more  CORR 2011»
13 years 7 days ago
Active Markov Information-Theoretic Path Planning for Robotic Environmental Sensing
Recent research in multi-robot exploration and mapping has focused on sampling environmental fields, which are typically modeled using the Gaussian process (GP). Existing informa...
Kian Hsiang Low, John M. Dolan, Pradeep K. Khosla
ICRA
2002
IEEE
90views Robotics» more  ICRA 2002»
13 years 10 months ago
On Viewpoint Control
In this paper a reactive and concurrent control framework for viewpoint control is developed. The viewpoint control task is decomposed into three control objectives namely; obstac...
S. Uppala, Deepak R. Karuppiah, M. Brewer, S. Chan...
ROBOCUP
2007
Springer
134views Robotics» more  ROBOCUP 2007»
13 years 11 months ago
A Scalable Hybrid Multi-robot SLAM Method for Highly Detailed Maps
Abstract. Recent successful SLAM methods employ hybrid map representations combining the strengths of topological maps and occupancy grids. Such representations often facilitate mu...
Max Pfingsthorn, Bayu Slamet, Arnoud Visser
HRI
2007
ACM
13 years 9 months ago
Efficient model learning for dialog management
Intelligent planning algorithms such as the Partially Observable Markov Decision Process (POMDP) have succeeded in dialog management applications [10, 11, 12] because of their rob...
Finale Doshi, Nicholas Roy