README.md

metadata

library_name: stable-baselines3
tags:
  - LunarLander-v2
  - deep-reinforcement-learning
  - reinforcement-learning
  - stable-baselines3
model-index:
  - name: PPO
    results:
      - task:
          type: reinforcement-learning
          name: reinforcement-learning
        dataset:
          name: LunarLander-v2
          type: LunarLander-v2
        metrics:
          - type: mean_reward
            value: 275.13 +/- 15.76
            name: mean_reward
            verified: false

PPO Agent playing LunarLander-v2

This is a trained model of a PPO agent playing LunarLander-v2 using the stable-baselines3 library.

Usage (with Stable-baselines3)

from stable_baselines3 import PPO
from huggingface_sb3 import load_from_hub

repo_id = "SimonPfaendler/ppo-LunarLander-v2"

filename = "ppo-LunarLander-v2.zip" 

checkpoint_path = load_from_hub(
    repo_id=repo_id,
    filename=filename,
)


model = PPO.load(checkpoint_path, device="cpu")