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  • Welcome to Composabl
  • Getting Started
  • Reference
    • CLI Reference
    • SDK Reference
    • Glossary
    • Sample Use Cases
  • Tutorials
    • Industrial Mixer
      • Get Started
      • Deep Reinforcement Learning
      • Strategy Pattern
      • Strategy Pattern with a Perception Layer
      • Plan-Execute Pattern
  • Establish a Simulation Environment
    • Simulation Overview
    • Connect a Simulator to Composabl
    • Composabl Simulation API
  • Build Autonomous Agents
    • Anatomy of an Agent
    • Create a Project
    • Set a Performance Goal
    • Define Skills
      • Create Skills with Goals Using the UI
      • Create Skills with Rewards Using the SDK
      • Configure Programmed Algorithms as Skills
      • Configure API Connections to Third-Party Software as Skills
    • Orchestrate Skills
    • Configure Scenarios
    • Add a Perception Layer
      • Create a New Perceptor
      • Configure an ML Model as a Perceptor
      • Configure an LLM Model as a Perceptor
    • Publish Agent Components to the UI
  • Train Agents
    • Submit a Training Job through the UI
    • Analyze Agent Behavior
      • View Training Session Information
      • Analyze Data in Detail with the Historian
  • Evaluate Performance
    • Set KPI and ROI
    • Analyze Data
  • Deploy Agents
    • Access a Trained Agent
    • Deploy an Agent in a Container
    • Deploy an Agent as an API
    • Connect Runtime Container to Your Operation
    • Connecting to Agent Runtime and Plotting Results of Agent Operations
  • clusters
    • Creating a Cluster
      • Manual
      • Automated
      • Azure
    • Connecting a Cluster
  • Troubleshooting
    • Resolving Certificate Issues for Installing the Composabl SDK on WSL
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On this page
  • Prerequisites
  • Create Your Project
  • Set Project Goals
  • Goal Title and Description
  • Logical Structure
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  1. Tutorials
  2. Industrial Mixer

Get Started

PreviousIndustrial MixerNextDeep Reinforcement Learning

Last updated 4 months ago

This getting started guide takes you through the steps you will need to go through before you can started building your agents.

Prerequisites

  • A Composabl account

  • Install the Composabl CLI

  • Clone the Industrial Mixer Repo

Create Your Project

The first thing you will do is create your project in the Composabl UI.

Select the simulator you will use for the project and the assigned team. If you haven't created a team yet, you will need to do that before you create your first project.

Then, you can use the AI prompt to explain what you are attempting to achieve with your project and have it bootstrap based on your description, or you can tell the agent AI what to name your project. I'm going to ask them to call it Chemical Process Control.

Click Create Project and Finish

Set Project Goals

To finish setting up your project, set your top-level project goals.

Now, we will set the goals for this example. In this project, we want to:

  • Maximize yield (make as much product as we can)

  • Avoid thermal runaway (prevent dangerous overheating)

Goal Title and Description

Fill out the goal title and description for the top level goals.

Goal Title: Chemical Process Control Goals

Description: The goal for this project is to maximize yield and avoid thermal runaway by keeping the temperature below 400 Kelvin

Logical Structure

We are going to add two conditions to represent the two goals.

  1. To maximize yield, the objective is Maximize and the variable is Eps_Yield

  2. To avoid thermal runaway, the objective is Avoid, the variable is T, and the target is 400

Now you can save your changes.

Now that you have your project created and your goals set you're ready to start creating agents!