Nathaniel Roberts

Title: Nathaniel Roberts and Reinforcement-Learning-Based Resource Management

Introduction

Nathaniel Roberts is an inventor associated with Ogden, Illinois, and Yahoo Assets LLC. His patent work concerns managing computing resources with reinforcement learning. He is credited with 1 patent.

Latest Patents

Roberts’s listed patent is “Method and System for Managing Resource Utilization Based on Reinforcement Learning.” The invention describes receiving information about resource utilization from a computing node and using it to determine the node’s available resources. It then applies a model trained through reinforcement learning on simulated data to generate an adjusted resource estimate. That estimate is sent to a scheduler, which can use it to schedule jobs for execution on the node.

Career Highlights

Roberts’s patent connects reinforcement learning with computing-resource management. By providing a scheduler with an adjusted estimate of available resources, the method aims to support job scheduling based on the computing node’s resource conditions.

Collaborations

The supplied information identifies Jason Lowe and Peter Cnudde as Roberts’s coworkers. It does not specify their roles in the patent or the invention.

Conclusion

Nathaniel Roberts’s listed invention applies reinforcement learning to resource estimates used in computing-job scheduling, reflecting his patent work associated with Yahoo Assets LLC.