/Q-learning-Wumpus-Problem

Primary LanguagePython

Q-learning-Wumpus-Problem

This is the implementation code to solve the wumpus problem with reinforcement learning by Q-learning.

Requirements

  • pygame
  • numpy

Installation

  • Install pygame
pip install pygame
  • Install numpy
pip install numpy

Run demo

To run the code execute following command .

python main.py --epsilon <epsilon> --lr <LEARNING_RATE> --gamma <GAMMA> --num_epochs <EPOCHS>

The program starts and then you have to select the item positions.(robot, wumpus, hole1, hole2, gold)

Program environment image

inference