Downloads · 30 days
5
14% of all-time downloads
ppo-LunarLander-v2
Dotunnorth/ppo-LunarLander-v2
ppo-LunarLander-v2 is a reinforcement learning model from Dotunnorth. 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
36
Public
Repo size
356 KB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.zip148 KB · 36%
At a glance
- Task
- Reinforcement Learning
- Library
- transformers
- Access
- Public
- Created
- Nov 22, 2023
- Updated
- Jan 10, 2024
- SHA
- b0a69b9a
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': '/content'
'env_id': 'LunarLander-v2'
'learning_rate': 0.00025
'seed': 1
'total_timesteps': 25000
'torch_deterministic': True
'cuda': True
'track': False
'wandb_project_name': "the wandb's project name"
'wandb_entity': "the entity (team) of wandb's project"
'capture_video': False
'num_envs': 8
'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': 'Dotunnorth/ppo-LunarLander-v2'
'batch_size': 1024
'minibatch_size': 256}
- Task
- Reinforcement Learning
- Library
- transformers
- Created
- Nov 22, 2023
- Updated
- Jan 10, 2024