Gridworld Environment and Value Iteration

This is a Flask-based grid map application that implements the policy evaluation algorithm in reinforcement learning.

Features

• Generate a customizable grid (from 3x3 to 10x10)
• Set a start point (green) and an endpoint (red)
• Add obstacles (gray)
• Generate a random policy
• Compute and display the value of each cell

Running with Docker

Using Docker Compose (Recommended)

1. Ensure Docker and Docker Compose are installed.

2. Run the following command in the project root directory:

   cd grid_app
   docker-compose up -d

3. Visit http://localhost:5000

Running Locally (Without Docker)

1. Install dependencies:

   pip install -r requirements.txt

2. Run the application:

   python app.py

3. Visit http://localhost:5000