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E. Seref - IEEE Xplore Author Profile

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Simulation with learning agents

E. Gelenbe;E. Seref;Z. Xu

Proceedings of the IEEE
Year: 2001 | Volume: 89, Issue: 2 | Journal Article |
Cited by: Papers (69)
We propose that learning agents (LAs) be incorporated into simulation environments in order to model the adaptive behavior of humans. These LAs adapt to specific circumstances and events during the simulation run. They would select tasks to be accomplished among a given set of tasks as the simulation progresses, or synthesize tasks for themselves based on their observations of the environment and ...
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Simulation with learning agents

E. Gelenbe;E. Seref;Z. Xu

Year: 2001 | Volume: 89, Issue: 2 | Journal Article |
We propose cognitive packet networks (CPN) in which intelligent capabilities for routing and flow control are concentrated in the packets, rather than in the nodes and protocols. Cognitive packets within a CPN route themselves. They are assigned goals before entering the network and pursue these goals adaptively. Cognitive packets learn from their own observations about the network and from the ex...Show More