# Simulation orchestration for training reinforcement learning models

- **Patent:** US 11429762
- **Original title:** Simulation orchestration for training reinforcement learning models
- **Owner:** Amazon Technologies
- **Granted:** 2022
- **Status:** Active
- **Times cited:** 13

## What it does

A simulation workflow manager obtains a set of parameters for simulation of a system and training of a reinforcement learning model for optimizing an application of the system. In response to obtaining the set of parameters, the simulation workflow manager configures a first compute node that includes a training application for training the reinforcement learning model. The simulation workflow manager also configures a second compute note with a simulation application to perform the simulation of the system in a simulation environment. Data is generated through execution of the simulation in the second compute node that is provided to the first compute node to cause the training application to use the data to train the reinforcement learning model.

## Frequently asked questions

### Who owns patent US 11429762?

Amazon Technologies owns this patent, granted in 2022.

### When does this patent expire?

This patent is expected to expire on November 27, 2038, when the invention enters the public domain.

### What is patent US 11429762 cited by?

This patent has been cited by 13 later patents that build on its ideas.

**Full plain-English explainer:** https://patentbrief.org/patent/us/11429762/simulation-orchestration-for-training-reinforcement-learning-models

**Original patent:** https://patents.google.com/patent/US11429762

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_Source: PatentBrief — https://patentbrief.org. Patent facts are from public records; the plain-English explanation is PatentBrief's._