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q-Taxi-v3
winkin119/q-Taxi-v3
q-Taxi-v3 is a reinforcement learning model from winkin119. 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 Taxi-v3.
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At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Jul 8, 2025
- Updated
- Aug 3, 2025
- SHA
- 525ddb67
Model card
From the Hugging Face model README
Q-Learning Agent playing Taxi-v3
This is a trained model of a Q-Learning agent playing Taxi-v3.
Usage
create the conda env in https://github.com/GeneHit/drl_practice
conda create -n drl python=3.10
conda activate drl
python -m pip install -r requirements.txt
play with full model
# load the full model
model = load_from_hub(repo_id="winkin119/q-Taxi-v3", filename="full_model.pt")
# Create the environment.
env = gym.make("Taxi-v3")
state, _ = env.reset()
action = model.action(state)
...
There is also a numpy version of the Q-table.
- Task
- Reinforcement Learning
- Created
- Jul 8, 2025
- Updated
- Aug 3, 2025