
  # **Q-Learning** Agent playing1 **Taxi-v3**
  This is a trained model of a **Q-Learning** agent playing **Taxi-v3** .

  ## Usage
1. Load model
  ```python
from urllib.error import HTTPError
from huggingface_hub import hf_hub_download

def load_from_hub(repo_id: str, filename: str) -> str:
    """
    Download a model from Hugging Face Hub.
    :param repo_id: id of the model repository from the Hugging Face Hub
    :param filename: name of the model zip file from the repository
    """
    # Get the model from the Hub, download and cache the model on your local disk
    pickle_model = hf_hub_download(
        repo_id=repo_id,
        filename=filename
    )

    with open(pickle_model, 'rb') as f:
      downloaded_model_file = pickle.load(f)
    
    return downloaded_model_file
  ```
2. Evaluate model
   ```
model = load_from_hub(repo_id="thien1892/q-taxi-v3", filename="q-learning.pkl") # Try to use another model
print(model)
env = gym.make(model["env_id"])
evaluate_agent(env, model["max_steps"], model["n_eval_episodes"], model["qtable"], model["eval_seed"])
   ```
  
{"tags": ["Taxi-v3", "q-learning", "reinforcement-learning", "custom-implementation"], "model-index": [{"name": "taxi-v3", "results": [{"task": {"type": "reinforcement-learning", "name": "reinforcement-learning"}, "dataset": {"name": "Taxi-v3", "type": "Taxi-v3"}, "metrics": [{"type": "mean_reward", "value": "7.58 +/- 2.72", "name": "mean_reward", "verified": false}]}]}]}
Taxi-v3 q-learning reinforcement-learning custom-implementation model-index region:us
TAGS
#Taxi-v3 #q-learning #reinforcement-learning #custom-implementation #model-index #region-us 


  # Q-Learning Agent playing1 Taxi-v3
  This is a trained model of a Q-Learning agent playing Taxi-v3 .

  ## Usage
1. Load model
  
2. Evaluate model
   
  
# Q-Learning Agent playing1 Taxi-v3
  This is a trained model of a Q-Learning agent playing Taxi-v3 .

  ## Usage
1. Load model
  
2. Evaluate model
TAGS
#Taxi-v3 #q-learning #reinforcement-learning #custom-implementation #model-index #region-us 
 # Q-Learning Agent playing1 Taxi-v3
  This is a trained model of a Q-Learning agent playing Taxi-v3 .

  ## Usage
1. Load model
  
2. Evaluate model
TAGS
#Taxi-v3 #q-learning #reinforcement-learning #custom-implementation #model-index #region-us 
# Q-Learning Agent playing1 Taxi-v3
  This is a trained model of a Q-Learning agent playing Taxi-v3 .

  ## Usage
1. Load model
  
2. Evaluate model