Q-Learning Agent playing Taxi-v3

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

Evaluation Results

  • Mean Reward: 7.50 +/- 2.76
  • Evaluation Episodes: 100

Usage

from huggingface_hub import hf_hub_download
import pickle
import gymnasium as gym

# Download and load model
model_path = hf_hub_download(repo_id="Nikhitha123/q-Taxi-v3", filename="q-learning.pkl")
with open(model_path, "rb") as f:
    model = pickle.load(f)

env = gym.make(model["env_id"])
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Evaluation results