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q-FrozenLake-v1-4x4-noSlippery
biwako/q-FrozenLake-v1-4x4-noSlippery
q-FrozenLake-v1-4x4-noSlippery is a reinforcement learning model from biwako. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product.
This is a trained model of a Q-Learning agent playing FrozenLake-v1 .
Access
Public
Updated Apr 29, 2023
Repo size
914 B
Likes
0
Public
Repo makeup
Click a slice to open those files.
.mp431.9 KB · 88%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Apr 29, 2023
- Updated
- Apr 29, 2023
- SHA
- cf3f65d9
Model card
From the Hugging Face model README
Q-Learning Agent playing1 FrozenLake-v1
This is a trained model of a Q-Learning agent playing FrozenLake-v1 .
Usage
{'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. ]])}
- Task
- Reinforcement Learning
- Created
- Apr 29, 2023
- Updated
- Apr 29, 2023