This is a reinforcement learning problem. I used Deep Q-learning algorithm to build this game bot
Clone or download the repository by following command:
git clone https://github.com/riti1302/CartPole
Install the required libraries
pip3 install -r requirements.txt
To run the bot on already trained model run
python3 main.py
To increase the average score of each episode navigate to getTrainingData.py, update the score and run:
python3 getTrainingData.py
Then navigate to getModel.py and update the file_path and saved model name. Then run:
python3 getModel.py
Update the model name in main.py and run:
python3 main.py
Accuracy
Loss
This model is trained on five epochs. The average score after 50 episodes reached 276. For few episodes score reached upto 500.
