Rotating-Arrow-Game-AI

An AI that solves the Rotating Arrow Game, using Keras Core

Setup

Guide to installing repository and required packages

Prerequisites

• Python 3.12.7
  • Project will not work on Python 3.13

Quick Start

• Single command that installs project. Requires Python 3.12.7

  • Linux

    git clone https://github.com/EricL521/Rotating-Arrow-Game-AI.git && cd Rotating-Arrow-Game-AI && python -m venv .venv && source .venv/bin/activate && pip install -r requirements.txt

  • Windows

    git clone https://github.com/EricL521/Rotating-Arrow-Game-AI.git && cd Rotating-Arrow-Game-AI && python -m venv .venv && .venv\Scripts\activate && pip install -r requirements.txt

Manual Installation

• Clone repository

  git clone https://github.com/EricL521/Rotating-Arrow-Game-AI.git

• Enter newly created folder

  cd Rotating-Arrow-Game-AI

• Create Python virtual environment

  python -m venv .venv

• Activate Python virtual environment

  • Linux

    source .venv/bin/activate

  • Windows

    .venv\Scripts\activate

• Download packages

  pip install -r requirements.txt

Testing and Training

Guide to testing model, or training your own

Prerequisites

• Activate virtual environment

Testing

• Make sure best_model.keras is in base directory

• Run test-ai.py script

  python test-ai.py

Training

• Change data/config.yaml if desired

• Generate new data points if needed

  python data/generate-data.py

• Train new model

  python train-ai.py

• Copy model/best_model.keras to base directory (i.e. best_model.keras) to test