weirenxue / q-learning-maze

This project is about implementing Q-learning on simple maze problems.

About the project

This project is about implementing Q-learning on simple maze problems.

Action

The agent can only do four directions: up, down, left and right.

Reward Policy

• No move: Reach the wall or the boundary. That is, the next state is the same as this state(now). Reward is "-10".
• Forward: You can move, but you have not reached the goal. Reward is "-1".
• Goal: Reach the goal. Reward is "100".