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dqn-pong
Shreyboiii/dqn-pong
dqn-pong is a machine learning model from Shreyboiii. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for stable-baselines3. The card lists the license as mit.
This is a Deep Q-Learning (DQN) agent trained to play PongNoFrameskip-v4 using Stable-Baselines3.
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At a glance
- Library
- stable-baselines3
- License
- mit
- Access
- Public
- Created
- May 11, 2025
- Updated
- May 12, 2025
- SHA
- 854916a5
Model card
From the Hugging Face model README
DQN Pong Agent
This is a Deep Q-Learning (DQN) agent trained to play PongNoFrameskip-v4 using Stable-Baselines3.
- Environment: PongNoFrameskip-v4
- Algorithm: DQN (Deep Q-Learning)
- Framework: Stable-Baselines3
- Training steps: 100,000
Usage
from stable_baselines3 import DQN
import gym
model = DQN.load("path/to/dqn_pong_model.zip")
env = gym.make("PongNoFrameskip-v4")
- Library
- stable-baselines3
- License
- mit
- Created
- May 11, 2025
- Updated
- May 12, 2025