X Development LLC

Salil Vijaykumar Pradhan

John Michael Stivoric

David Andre

Ryan Butterfoss

Grace Taixi Brentano

Rebecca Radkoff

Lam Thanh Nguyen

Implementations are directed to improving network anti-fragility. In some aspects, a method includes receiving parameter data from a network of nodes, the parameter data comprising attributes, policies, and action spaces for each node in the network of nodes; configuring one or more interruptive events on one or more nodes included in the network of nodes; determining a first action of each node in the network of nodes in response to the one or more interruptive events; determining a first performance metric, for each node, that corresponds to the first action, wherein the first performance matric is determined based on at least a first reward value associated with the first action; continuously updating the first action in an iterative process to obtain a final action, wherein a performance metric corresponding to the final action satisfies a performance threshold, and transmitting the final action for each node to the network of nodes.

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San Jose, CA, United States of America

Salil Vijaykumar Pradhan