Q-Learning Agent playing FrozenLake-v1-4x4-no_slippery

This is a trained Q-Learning agent for FrozenLake-v1-4x4-no_slippery.

Usage

import json
import numpy as np
import gym

qtable = np.load("qtable.npy")

with open("config.json") as f:
    config = json.load(f)

env = gym.make(config["env_id"])
model = {**config, "qtable": qtable}
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Evaluation results

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