Optimization of network protocol options by reinforcement learning and propagation
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United States of America Patent
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May 7, 2013
Grant Date -
Jul 23, 2009
app pub date -
Mar 29, 2006
filing date -
Mar 29, 2006
priority date (Note) -
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Abstract
In one embodiment, a method for optimization of network protocol options with reinforcement learning and propagation is disclosed. The method comprises: interacting, by a learning component of a server of a network, with one or more clients and an environment of the network; conducting, by the learning component, different trials of one or more options in different states for network communication via a protocol of the network; receiving, by the learning component, performance feedback for the different trials as rewards; and utilizing, by the learning component, the different trials and associated resulting rewards to improve a decision-making policy associated with the server for negotiation of the one or more options. Other embodiments are also described.
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