Combining dynamic abstractions in large MDPs

One of the reasons that it is difficult to plan and act in real-worlddomains is that they are very large. Existing research generallydeals with the large domain size using a static representation andexploiting a single type of domain structure. In this paper, wecreate a framework that encapsulates...

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Bibliographic Details
Main Authors: Steinkraus, Kurt, Kaelbling, Leslie Pack
Language:en_US
Published: 2005
Subjects:
AI
Online Access:http://hdl.handle.net/1721.1/30496