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    ai-gaming-agent

    ai-gaming-agent

    FareedKhan-dev July 16, 2025
    21 copies 0 downloads

    A step by step implementation of building an AI agent that plays 3d shooting game

    Agent Definition
    <!-- omit in toc -->
    # AI Agent that plays 3D shooting game
    
    [![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/release/python-3100/) [![Together AI](https://img.shields.io/badge/Together%20AI-API-green)](https://www.together.ai/) [![Gemini V3](https://img.shields.io/badge/Gemini-4D6BFF?logo=https%3A%2F%2Fstatic.cdnlogo.com%2Flogos%2Fd%2F9%2Fdeepseek-icon.svg&logoColor=white&style=flat)](https://gemini.com) [![Mistral AI](https://img.shields.io/badge/Mistral_AI-FF7B00?logo=mistral-ai&logoColor=white&style=flat)](https://mistral.ai) [![OpenAI](https://img.shields.io/badge/OpenAI-API-lightgrey)](https://openai.com/) [![Medium](https://img.shields.io/badge/Medium-Blog-black?logo=medium)](https://medium.com/@fareedkhandev/creating-an-ai-agent-that-play-first-person-shooting-game-c4996168ed65)
    
    
    AI agents are now also becoming part of games. The way they interact with the environment, take actions, and make decisions all depends on proper thinking and proper usage of LLMs/multimodals. So, to learn how AI agents work in a gaming environment:
    
    1.  First, we are going to **create a first-person 3D action shooting game** using the Python Ursina engine.
    2.  Then we will create a **multi-AI agent** based on sub-agents using LLM multimodals, like **Gemini V3** for text and **Mistral 3.1** for vision capability, combined together to form a powerful multi-agent system that will play the game for us and win it.
    
    Take a look at how our AI agent (Gemini + Mistral) is playing our own 3D action game, failing at the first attempt but winning after the second attempt.
    
    ![First attempt of our agent](https://cdn-images-1.medium.com/max/1000/1*zjZsufaKtzWsQB3akPT31Q.gif)
    
    ![Second attempt - Win](https://cdn-images-1.medium.com/max/1000/1*IEzL4iagGcolKSSNB_PiYA.gif)
    
    We will code everything from scratch, all the way from building the 3D game engine to creating the AI agent using an LLM and a vision-language model.
    
    <!-- omit in t

    Tags

    3d-gameagentai-agentsgeminillmsmulti-modalopenaipython

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