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Media 0 for listing MindMaker Machine Learning AI Plugin

Description

VideosIntroduction to MindMaker: https://www.youtube.com/watch?v=ERm_pZhAPIABlueprints Overview: https://youtu.be/Tuo423NujEkDiscord Group: https://discord.gg/shxFwtmsHa

Documentation

Github Documentation: https://github.com/krumiaa/MindMakerThe MindMaker AI Plugin is an open-source plugin that enables games and simulations within UE4 and UE5 to function as environments for training autonomous machine learning agents. The plugin facilitates a network connection between an Unreal Project containing the learning environment, and a standalone machine learning library used by the agent to optimize whatever it is attempting to learn. The standalone machine learning library can either be a custom python script in the event you are creating your own ML tool using MindMaker’s Remote ML Server, or it could be a precompiled learning engine such as MindMaker’s DRL Engine(Stable-Baselines3 Algorithms). Regardless of which option you choose, with the MindMaker AI Plugin developers and researchers can easily train machine learning agents for 2D, 3D and VR projects.Use cases include robotic simulation, autonomous driving, generative architecture, procedural graphics and much more. MindMaker AI Plugin provides a central platform from which advances in machine learning can reach many of these fields. For game developers, the use cases for self-optimizing agents include controlling NPC behavior, prototyping game design decisions, and automated testing of game builds.Algorithms currently supported include Stable-Baselines3 : Actor Critic ( A2C ), Deep Deterministic Policy Gradient (DDPG) , Deep Q Network ( DQN ), Proximal Policy Optimization ( PPO ), Soft Actor Critic ( SAC ), Twin Delayed DDPG ( TD3 )

Included formats

  • logo of Unreal Engine format