Bidirectional LAO* Algorithm (A Faster Approach to Solve Goal-directed MDPs)

Uncertainty is a feature of many AI applications. While there are polynomial-time algorithms for planning in stochastic systems, planning is still slow, in part because most algorithms plan for all eventualities. Algorithms such as LAO* are able to find good or optimal policies more quickly when the...

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Bibliographic Details
Main Author: Bhuma, Venkata Deepti Kiran
Format: Others
Published: UKnowledge 2004
Subjects:
Online Access:http://uknowledge.uky.edu/gradschool_theses/225
http://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1227&context=gradschool_theses