Q-Learning Agent playing FrozenLake-v1

This is a trained model of a Q-Learning agent playing FrozenLake-v1 .

Usage

model = load_from_hub(repo_id = "crossroderick/q-FrozenLake-v1-4x4-noSlippery", filename = "q-learning.pkl")

This particular model was trained on the default version of FrozenLake-v1 in a 4x4 setting, so don't forget to set is_slippery = False and specify map_name when loading the environment, such as:

env = gym.make(model["env_id"], map_name = "4x4", is_slippery = False)
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Evaluation results

  • mean_reward on FrozenLake-v1-4x4-no_slippery
    self-reported
    1.00 +/- 0.00