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FLAIRS
2001
14 years 10 months ago
Probabilistic Planning for Behavior-Based Robots
Partially Observable Markov Decision Process models (POMDPs) have been applied to low-level robot control. We show how to use POMDPs differently, namely for sensorplanning in the ...
Amin Atrash, Sven Koenig
FLAIRS
2001
14 years 10 months ago
Hierarchical Representatives Clustering with Hybrid Approach
Clustering is a discoveringprocess of meaningfulintbrmationby groupingsimilar data into compactclusters. Mostof traditional clustering methodsare in favor of small datasets andhav...
Byung-Joo An, Eunju Kim, Yillbyung Lee
FLAIRS
2001
14 years 10 months ago
Behavior Retrieval for Robot Control in a Unified CBR Hybrid Planner
Thisresearchexaminesa hybridplannerfor a real-worldmobile robotdeliveringmessagesin an office environment.The overall project, RUPART,uses "unified CBR"to combine behavi...
Susan Eileen Fox