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ppo-LunarLander-v2.1
candrews1971/ppo-LunarLander-v2.1
ppo-LunarLander-v2.1 is a reinforcement learning model from candrews1971. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product.
This is a trained model of a PPO agent playing LunarLander-v2.
Access
Public
Updated Jun 14, 2024
Repo size
6.8 MB
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0
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Repo makeup
Click a slice to open those files.
.06.5 MB · 97%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Jun 13, 2024
- Updated
- Jun 14, 2024
- SHA
- fabf2219
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': '3million'
'seed': 1
'torch_deterministic': True
'cuda': True
'track': True
'wandb_project_name': 'LunarLanderProject'
'wandb_entity': None
'capture_video': True
'env_id': 'LunarLander-v2'
'total_timesteps': 3000000
'learning_rate': 0.0004
'num_envs': 4
'num_steps': 128
'anneal_lr': False
'gae': True
'gamma': 0.999
'gae_lambda': 0.98
'num_minibatches': 4
'update_epochs': 16
'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
'num_hidden_layers': 2
'upload_to_hf': True
'repo_id': 'candrews1971/ppo-LunarLander-v2.1'
'batch_size': 512
'minibatch_size': 128}
- Task
- Reinforcement Learning
- Created
- Jun 13, 2024
- Updated
- Jun 14, 2024