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Comparison of Unity ML-Agents trained AI vs Traditional AI

Platform- Unity Windows

November 2022-December 2022

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Case study on Unity ML agent vs Traditional AI agent in a Mini-Soccer game.

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Individual Project

Unity 3D

  • Developed Traditional AI entities with Behavior Tree

TraditionalAi statemachine.png
  • Trained ML agents AI with 8,000,000 Steps

  • Results:

  • Battle Between ML Agent AI and Traditional AI

  • Results:

    • Traditional AI always scored better than ML-Agent Strikers.​

    • Comparison Metrics used are scores and the time taken to score the first 30 goals.

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