winkin119/q-Taxi-v3

Q-Learning Agent playing Taxi-v3

This is a trained model of a Q-Learning agent playing Taxi-v3.

Usage

create the conda env in https://github.com/GeneHit/drl_practice

conda create -n drl python=3.10
conda activate drl
python -m pip install -r requirements.txt

play with full model

# load the full model
model = load_from_hub(repo_id="winkin119/q-Taxi-v3", filename="full_model.pt")

# Create the environment. 
env = gym.make("Taxi-v3")
state, _ = env.reset()
action = model.action(state)
...

There is also a numpy version of the Q-table.