Cleaning Robot Environment

This project implements a reinforcement learning environment for a cleaning robot using OpenAI's Gym framework. The environment simulates a grid where a robot can move, clean dirt, and create dirt under certain conditions.

Installation

1. Clone the repository:

   git clone https://github.com/AISC10-SSO/cleaning_robot.git
   cd cleaning_robot_env

2. Create a virtual environment:

   python -m venv venv
   source venv/bin/activate  # On Windows use `venv\Scripts\activate`

3. Install the required dependencies:

   pip install -e .

Usage

Training the Agent

To train the agent, run the train.py script:

python cleaning_robot_env/train.py