Downloads · 30 days
0
q-FrozenLake-optimal
culteejen/q-FrozenLake-optimal
q-FrozenLake-optimal is a reinforcement learning model from culteejen. 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 Jan 14, 2023
Repo size
53.4 KB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.mp452.5 KB · 94%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Jan 14, 2023
- Updated
- Jan 14, 2023
- SHA
- 3fe6f618
Model card
From the Hugging Face model README
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="culteejen/q-FrozenLake-optimal", 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"])
evaluate_agent(env, model["max_steps"], model["n_eval_episodes"], model["qtable"], model["eval_seed"])
- Task
- Reinforcement Learning
- Created
- Jan 14, 2023
- Updated
- Jan 14, 2023