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NeuroEvolve

Koya - Code Plugins - Aug 9, 2024
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Evolution of Neural Networks with Genetic Algorithm

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  • Supported Platforms
  • Supported Engine Versions
    5.3 - 5.4
  • Download Type
    Engine Plugin
    This product contains a code plugin, complete with pre-built binaries and all its source code that integrates with Unreal Engine, which can be installed to an engine version of your choice then enabled on a per-project basis.

NeuroEvolve is a plugin that allows the user to create a custom fully connected neural network and train it using genetic algorithm. User only needs to know blueprints and can easily implement the functionality of the plugin on already existent blueprint actors. Every generation can be saved and used as starting point later. When finished with training user can take the best performing weights of the neural network and use them for in-game agents.

Video examples (not a tutorial): https://youtu.be/dW4kz5IWa0Q https://youtu.be/MPIb6OsUZzQ

Technical Details

Features:

  •  Ability to create sequential neural networks and train them using genetic algorithm
  • Best performing netoworks can be used in packaged games to add logic to in-game agents


Code Modules:

  • Name: NeuroEvolve; Type: Runtime; LoadingPhase: Default


Number of Blueprints: 9

Number of C++ Classes: 9

Network Replicated: No

Supported Development Platforms: Windows

Supported Target Build Platforms: Windows

Documentation: Link included with the plugin

Example Project: https://drive.google.com/file/d/1TbsHhOaED-Fu0gSL5dq4xIZ1BB5uBE4f/view?usp=sharing

Important/Additional Notes:


Tags

BOTAGENTNEURAL NETWORK

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