You can deploy this model and start earning money today!

AAAcharlie/
ppo-LunarLander-v3-ppo

Name: ppo-LunarLander-v3-ppo
Availability: InStock

stable-baselines3

LunarLander-v3

deep-reinforcement-learning

reinforcement-learning

model-index

Views

No views yet

PPO Agent playing LunarLander-v3

This is a trained model of a PPO agent playing LunarLander-v3 using the stable-baselines3 library.

Usage (with Stable-baselines3)

Install dependencies

bash

pip install stable-baselines3 gymnasium box2d-py huggingface_sb3

```python
import gymnasium as gym
from stable_baselines3 import PPO
from huggingface_sb3 import load_from_hub

repo_id = "AAAchalie/ppo-LunarLander-v3-ppo"
filename = "ppo-LunarLander-v3-ppo.zip"

model = load_from_hub(repo_id, filename)
env = gym.make("LunarLander-v3", render_mode="human")

obs, _ = env.reset()
done = False

while not done:
    action, _ = model.predict(obs)
    obs, reward, terminated, truncated, _ = env.step(action)
    done = terminated or truncated
...

AAAcharlie/ppo-LunarLander-v3-ppo

PPO Agent playing LunarLander-v3

Usage (with Stable-baselines3)

Install dependencies

AAAcharlie/
ppo-LunarLander-v3-ppo