Update README.md

README.md

@@ -25,11 +25,30 @@ model-index:
 
   ## Usage
 
-  ```python
-  
-  model = load_from_hub(repo_id="biwako/q-FrozenLake-v1-4x4-noSlippery", filename="q-learning.pkl")
-
-  # Don't forget to check if you need to add additional attributes (is_slippery=False etc)
-  env = gym.make(model["env_id"])
-  ```
+{'env_id': 'FrozenLake-v1',
+ 'max_steps': 99,
+ 'n_training_episodes': 10000,
+ 'n_eval_episodes': 100,
+ 'eval_seed': [],
+ 'learning_rate': 0.7,
+ 'gamma': 0.95,
+ 'max_epsilon': 1.0,
+ 'min_epsilon': 0.05,
+ 'decay_rate': 0.0005,
+ 'qtable': array([[0.73509189, 0.77378094, 0.77378094, 0.73509189],
+        [0.73509189, 0.        , 0.81450625, 0.77378094],
+        [0.77378094, 0.857375  , 0.77378094, 0.81450625],
+        [0.81450625, 0.        , 0.77378094, 0.77378094],
+        [0.77378094, 0.81450625, 0.        , 0.73509189],
+        [0.        , 0.        , 0.        , 0.        ],
+        [0.        , 0.9025    , 0.        , 0.81450625],
+        [0.        , 0.        , 0.        , 0.        ],
+        [0.81450625, 0.        , 0.857375  , 0.77378094],
+        [0.81450625, 0.9025    , 0.9025    , 0.        ],
+        [0.857375  , 0.95      , 0.        , 0.857375  ],
+        [0.        , 0.        , 0.        , 0.        ],
+        [0.        , 0.        , 0.        , 0.        ],
+        [0.        , 0.9025    , 0.95      , 0.857375  ],
+        [0.9025    , 0.95      , 1.        , 0.9025    ],
+        [0.        , 0.        , 0.        , 0.        ]])}