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- W48704443 abstract "This thesis investigates the effect of communication as a function of time on amulti-agent simulation based on a military distillation utilizing reinforcement learningfor a group of agents. The original contribution to knowledge is a new model ofcooperative learning developed as an enhanced Q-learning update function which alsoincludes learning events communicated by other agents. Further contributions lie in thedetailed analysis of simulation results establishing evidence of the cause-effectrelationship between communication and improved performance. The improvement inperformance is visualized by utilizing surface plot diagrams of the agents state-actionmatrix. These diagrams show the how group communications reinforce effectiveactions for the agents at an early stage in the simulation." @default.
- W48704443 created "2016-06-24" @default.
- W48704443 creator A5035524598 @default.
- W48704443 date "2013-01-01" @default.
- W48704443 modified "2023-09-28" @default.
- W48704443 title "Modeling Group Communication in a Complex System for Achieving Group Goals" @default.
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- W48704443 hasPublicationYear "2013" @default.
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