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ppo-clr-LunarLander-v2
sgoodfriend/ppo-clr-LunarLander-v2
ppo-clr-LunarLander-v2 is a reinforcement learning model from sgoodfriend. 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 Feb 28, 2023
Repo size
85.1 KB
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0
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Repo makeup
Click a slice to open those files.
.mp4150 KB · 77%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Feb 17, 2023
- Updated
- Feb 28, 2023
- SHA
- a3e6d94c
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
{'env_id': 'LunarLander-v2'
'seed': 1
'num_envs': 16
'pi_hidden_layers': (64
64)
'v_hidden_layers': (64
64)
'learning_rate': 0.0003
'anneal_lr': False
'total_timesteps': 1000000
'num_steps': 1024
'gamma': 0.999
'gae_lambda': 0.98
'num_minibatches': 256
'num_epochs': 4
'norm_advantage': False
'clip_coef': 0.2
'clip_vloss': False
'vf_coef': 1.0
'ent_coef': 0.01
'max_grad_norm': 0.5
'target_kl': None}
- Task
- Reinforcement Learning
- Created
- Feb 17, 2023
- Updated
- Feb 28, 2023