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The Incremental Pruning Filters for POMDPs - Past Present Future

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description
 

Decision making is one of the central problems in the artificial intelligence and specifically in robotics. In most cases this problem comes with uncertainty both in the data received by the decision maker/agent and in the actions performed in the environment. One effective method to solve this problem is to model the environment and the agent as a Partially Observable Markov Decision Process(POMDP). A POMDP has a wide range of applications such as: Machine Vision, Marketing, Network troubleshooting, Medical diagnosis etc. In recent years, There has been a significant interest in the developing techniques for finding policies for (POMDPs). We consider a new technique, called Recursive Point Filter (RPF) based on the Incremental Pruning(IP) POMDP solver to introduce an alternative method to the Linear Programming (LP) filter.

Product Specifications
SKU :COC24982
AuthorMahdi Naser-Moghadasi
LanguageEnglish
BindingPaperback
Number of Pages68
Publishing Year10/27/2012
ISBN978-3659288357
Edition1 st
Book TypeStochastics
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-28 00:00:00