{"library":"stable-baselines3","type":"library","category":null,"description":"Stable Baselines3 (SB3) is a comprehensive Python library offering reliable implementations of reinforcement learning (RL) algorithms in PyTorch. It provides a clean and simple API, adhering to a scikit-learn-like syntax for training, evaluating, and deploying RL agents. SB3 is actively maintained with frequent releases, supporting state-of-the-art model-free RL algorithms like A2C, PPO, SAC, DQN, and TD3.","language":"python","status":"active","version":"2.8.0","tags":["reinforcement-learning","pytorch","deep-learning","ai","gymnasium"],"install":[{"cmd":"pip install stable-baselines3 gymnasium","imports":["from stable_baselines3 import PPO","from stable_baselines3 import A2C","from stable_baselines3 import SAC","from stable_baselines3 import DQN","from stable_baselines3.common.env_util import make_vec_env","from stable_baselines3.common.evaluation import evaluate_policy"]},{"cmd":"pip install stable-baselines3[extra] gymnasium","imports":[]}],"homepage":"https://stable-baselines3.readthedocs.io","github":"https://github.com/DLR-RM/stable-baselines3","docs":"https://stable-baselines3.readthedocs.io/","changelog":"https://stable-baselines3.readthedocs.io/en/master/misc/changelog.html","pypi":"https://pypi.org/project/stable-baselines3/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":40,"avg_install_s":78.6,"avg_import_s":9.55,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/stable-baselines3/compatibility"},"provenance":{"verified_status":"install_fail","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Sun Jul 05","install_tag":null}}