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Target Seeking Tank Using Unity ML-Agents

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First published at 12:52 UTC on October 16th, 2020.

#indiegame
#machinelearning
#videogames

Jasconius

Jasconius Interactive

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Demo of machine learning in Unity using ML-Agents. This tank is trained to seek out the blue target box and drive within 2m of it. This is part of an ongoing development for System Intrusion to use machine learning for enemy AI instead of a hard-coded solution. Next steps are to add ML to shoot and hit the target instead of driving to it, and finally to introduce a second tank for adversarial training.

Written in Unity 2019 and using ML-Agents available at the link below:
https://github.com/Unity-Technologies/ml-agents

"Beauty Flow" Kevin MacLeod (incompetech.com)
Licensed under Creative Commons: By Attribution 4.0 License
http://creativecommons.org/licenses/by/4.0/

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