Downloads · 30 days
6
7% of all-time downloads
ppo-LunarLander-v2
swritchie/ppo-LunarLander-v2
ppo-LunarLander-v2 is a reinforcement learning model from swritchie. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This is a trained model of a PPO agent playing LunarLander-v2.
All-time downloads
84
Public
Repo size
712 KB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.zip147 KB · 30%
At a glance
- Task
- Reinforcement Learning
- Library
- transformers
- Access
- Public
- Created
- Mar 5, 2024
- Updated
- Jun 4, 2024
- SHA
- f8cbfea1
Model card
From the Hugging Face model README
PPO Agent Playing LunarLander-v2
This is a trained model of a PPO agent playing LunarLander-v2.
# Hyperparameters
{'exp_name': 'ppo'
'seed': 1 'torch_deterministic': True 'cuda': False 'track': False 'wandb_project_name': 'cleanRL' 'wandb_entity': None 'capture_video': False 'env_id': 'LunarLander-v2' 'total_timesteps': 50000 'learning_rate': 0.00025 'num_envs': 4 'num_steps': 128 'anneal_lr': True 'gae': True 'gamma': 0.99 'gae_lambda': 0.95 'num_minibatches': 4 'update_epochs': 4 'norm_adv': True 'clip_coef': 0.2 'clip_vloss': True 'ent_coef': 0.01 'vf_coef': 0.5 'max_grad_norm': 0.5 'target_kl': None 'repo_id': 'swritchie/ppo-LunarLander-v2' 'batch_size': 512 'minibatch_size': 128}
- Task
- Reinforcement Learning
- Library
- transformers
- Created
- Mar 5, 2024
- Updated
- Jun 4, 2024