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Date of Award
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Thesis: EWU Only
Master of Science (MS) in Computer Science
This thesis addresses the development of intelligent navigation agents for traffic simulation. Discussions are made on issues considering the underlying data structure, the algorithms used for the creation of the data structures, the specification of various agents, and their performance. It also includes descriptions of three different types of agents and the analysis of their performance. One agent has full knowledge of the environment and takes the most efficient path in terms of total path distance. This is what the other agents are compared to. The other two agents make navigation decisions based on taking minimum hops or random choice. Performance analysis is given by comparing those types of agent in two cases: single agent and multiple agents. Issues encountered during this study and further extensions are discussed. The conclusion is that the simulator created here is a good start on a tool for evaluation of independent agents for navigation.
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Hunking, Bart, "Navigation agents and traffic simulation" (2005). EWU Masters Thesis Collection. 800.