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ppo-LunarLander-v2custom
Lew/ppo-LunarLander-v2custom
ppo-LunarLander-v2custom is a reinforcement learning model from Lew. 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 Dec 30, 2023
Repo size
8.7 KB
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Repo makeup
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.mp484.8 KB · 88%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Dec 30, 2023
- Updated
- Dec 30, 2023
- SHA
- 6e4ccf6d
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
{'path': '/content/drive/MyDrive/Colab Notebooks/HuggingFace/RL/Unit08'
'name': 'ppo-LunaLander_1.pt'
'env-id': 'LunarLander-v2'
'agent_properties': {'num_layers': 2
'hidden': 128
'activation': 'Tanh'}
'seed': ''
'device': 'cuda'
'total_timesteps': 100000
'num_steps': 32768
'batch_size': 64
'update_epochs': 2
'learning_rate': 1e-05
'lr_schedule': 'Exp'
'lr_final': 1e-06
'gamma': 0.995
'gae_lambda': 0.99
'norm_adv': 'True'
'clip_coef': 0.2
'clip_vloss': 'False'
'entropy_loss_coef': 0.01
'value_loss_coef': 0.5
'max_grad_norm': 0.5
'n_eval_episodes': 10}
- Task
- Reinforcement Learning
- Created
- Dec 30, 2023
- Updated
- Dec 30, 2023