Kalman Based Finite State Controller for Partially Observable Domains

A real world environment is often partially observable by the agents either because of noisy sensors or incomplete perception. Moreover, it has continuous state space in nature, and agents must decide on an action for each point in internal continuous belief space. Consequently, it is convenient to...

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Bibliographic Details
Main Authors: H. Levent Akin, Alp Sardag
Format: Article
Language:English
Published: SAGE Publishing 2008-11-01
Series:International Journal of Advanced Robotic Systems
Subjects:
Online Access:http://www.intechopen.com/articles/show/title/kalman_based_finite_state_controller_for_partially_observable_domains