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ppo-LunarLander-v2

ckandemir / ppo-LunarLander-v2

Run on huggingface.co
huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: -1
30-day runs: -4
Model's Last Updated: August 20 2024
reinforcement-learning

Introduction of ppo-LunarLander-v2

Model Details of ppo-LunarLander-v2

PPO Agent playing LunarLander-v2

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 stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.evaluation import evaluate_policy

from huggingface_sb3 import load_from_hub


# Download the model checkpoint
model_checkpoint = load_from_hub("ckandemir/ppo-LunarLander-v2", "ppo-LunarLander-v2.zip")
# Create a vectorized environment
env = make_vec_env("LunarLander-v2", n_envs=1)

# Load the model
model = PPO.load(model_checkpoint, env=env)

# Evaluate
print("Evaluating model")
mean_reward, std_reward = evaluate_policy(
    model,
    env,
    n_eval_episodes=10,
    deterministic=True,
)
print(f"Mean reward = {mean_reward:.2f} +/- {std_reward}")

# Start a new episode
obs = env.reset()

try:
    while True:
        action, state = model.predict(obs, deterministic=True)
        obs, reward, done, info = env.step(action)
        env.render()

except KeyboardInterrupt:
    pass

Runs of ckandemir ppo-LunarLander-v2 on huggingface.co

3
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
-4
30-day runs

More Information About ppo-LunarLander-v2 huggingface.co Model

ppo-LunarLander-v2 huggingface.co

ppo-LunarLander-v2 huggingface.co is an AI model on huggingface.co that provides ppo-LunarLander-v2's model effect (), which can be used instantly with this ckandemir ppo-LunarLander-v2 model. huggingface.co supports a free trial of the ppo-LunarLander-v2 model, and also provides paid use of the ppo-LunarLander-v2. Support call ppo-LunarLander-v2 model through api, including Node.js, Python, http.

ppo-LunarLander-v2 huggingface.co Url

https://huggingface.co/ckandemir/ppo-LunarLander-v2

ckandemir ppo-LunarLander-v2 online free

ppo-LunarLander-v2 huggingface.co is an online trial and call api platform, which integrates ppo-LunarLander-v2's modeling effects, including api services, and provides a free online trial of ppo-LunarLander-v2, you can try ppo-LunarLander-v2 online for free by clicking the link below.

ckandemir ppo-LunarLander-v2 online free url in huggingface.co:

https://huggingface.co/ckandemir/ppo-LunarLander-v2

ppo-LunarLander-v2 install

ppo-LunarLander-v2 is an open source model from GitHub that offers a free installation service, and any user can find ppo-LunarLander-v2 on GitHub to install. At the same time, huggingface.co provides the effect of ppo-LunarLander-v2 install, users can directly use ppo-LunarLander-v2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ppo-LunarLander-v2 install url in huggingface.co:

https://huggingface.co/ckandemir/ppo-LunarLander-v2

Url of ppo-LunarLander-v2

ppo-LunarLander-v2 huggingface.co Url

Provider of ppo-LunarLander-v2 huggingface.co

ckandemir
ORGANIZATIONS
huggingface.co

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