Kbr Wyle Services, LLC

Linquest Corporation

Robert Arthur Hughes, Jr

Lan Kim Nguyen

Elsa Newman Schaefer

A method for strengthening communication network resilience at a source agent of the communication network, comprising accessing an access list comprising communication relay agents available to the source agent. The method further comprising accessing a Q-table that corresponds to the communication relay agents available to the source agent. The method further comprising the source agent transitioning from communicating via a current communication relay agent to communicating via a new communication relay agent at a time slot, wherein the new communication relay agent is determined based on a set of entries in the Q-table. The method further comprising receiving data indicative of an actual reward for transitioning to the new communication relay agent, and updating the entry in the Q-table corresponding to the transition from the current communication relay agent to the new communication relay agent.

Communication network resilience based on distributed multi-agent q-learning algorithm

A method for network resiliency testing comprising: executing a resiliency testbed application at a plurality of virtual machines; accessing, by the plurality of virtual machines, network configuration data stored in a configuration database, the configuration data corresponding to a topology of a network to be emulated; configuring at least a portion of the virtual machines, according to the network configuration data, to emulate a plurality of nodes of the network to be emulated; automatically determining least cost paths between the plurality of nodes; simulating communications between the plurality of nodes based on the determined least cost paths; and determining one or more metrics of the network to be emulated based on the simulation.

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Bayfield, CO, United States of America

Robert Arthur Hughes, Jr