Unclaimed Package Is this your package? Claim it to unlock full analytics and manage your listing.
Claim This Package

ML-Agents Configuration

Alexiush/ML-Agents-Configuration

Automated generation of YAML config files for training Unity ML-Agents

com.alexiush.ml-agents-config
ML-AgentsConfigurationconfiguration-managementml-agentsunityunity-package

Install via UPM

Add to Unity Package Manager using this URL

https://www.pkglnk.dev/ml-agents-config.git

README Markdown

Copy this to your project's README.md

Style
Preview
pkglnk installs badge
## Installation

Add **ML-Agents Configuration** to your Unity project via Package Manager:

1. Open **Window > Package Manager**
2. Click **+** > **Add package from git URL**
3. Enter:
```
https://www.pkglnk.dev/ml-agents-config.git
```

[![pkglnk](https://www.pkglnk.dev/badge/ml-agents-config.svg?style=pkglnk)](https://www.pkglnk.dev/pkg/ml-agents-config)

Dependencies (3)

ML Agents 3.0.0jp.hadashikick.vyaml 0.28.1SerializeReference Extensions 1.6.1

README

ML-Agents Configuration

This tool generates and manages configurations for ML-Agents training scenarios. It provides models for entities like Behavior, NetworkSettings, etc and composes a Configuration with them. To preserve the settings components that contain settings for behaviors and configuration can be added to scene. Settings here work explicitly - file is created without defaults omitted.

Usage

Installation

The package can be installed through the UPM by the link https://github.com/Alexiush/ML-Agents-Configuration.git. It also requires SerializeReferenceExtensions and VYaml packages.

Settings

Default path for generated config can be changed in the project settings under ML Agents Config tab.

Config generation

To generate config open Window/ML Agents Configuration/Configuration Generator where all the found behaviors will be present as well as environment-level settings. Notice, that settings are not preserved unless there are BehaviorConfig and EnvironmentConfig components in the scene.

Samples

Roller - RollerBall agent environment ready for generation.

TODO:

  • Behavioral Cloning and Self-Play support
  • Optimization

Credits

SerializeReferenceExtensions

VYaml

Related Packages

MessagePack MessagePack is an extremely fast serializer for C# that converts objects to compact binary format. It delivers 10x faster performance than alternative serializers, making it ideal for games, networking, and real-time applications. Built-in LZ4 compression support, broad type compatibility, and optimized code generation ensure efficient data transmission and storage across networked and distributed systems. MessagePack-CSharpProjectlearn A curated list of project tutorials for project-based learning. XtremiliciousXCharts A charting and data visualization library for Unity. Support line chart, bar chart, pie chart, radar chart, scatter chart, heatmap chart, ring chart, candlestick chart, polar chart and parallel coordinates. XCharts-TeamProcedural Toolkit Procedural Toolkit is a procedural generation library for Unity that provides core utilities and algorithms for building PCG systems. It offers random generation helpers, mesh generation, and mathematical utilities to streamline procedural content creation. Requires Unity 2022.3 LTS or later and is installable via Package Manager or Asset Store. Syomus

Comments

0/1000

No comments yet. Be the first!