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ppo-unit-8-1
MartinVanBuren/ppo-unit-8-1
ppo-unit-8-1 is a reinforcement learning model from MartinVanBuren. 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 Oct 13, 2024
Repo size
42.9 KB
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0
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Repo makeup
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.mp4205 KB · 82%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Oct 13, 2024
- Updated
- Oct 13, 2024
- SHA
- f9cb7100
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
{'seed': 42069
'capture_video': True
'learning_rate': 0.0003
'eps': 1e-05
'num_steps': 1024
'total_timesteps': 2500000
'anneal_lr': True
'gae': True
'gamma': 0.999
'gae_lambda': 0.95
'update_epochs': 4
'num_minibatches': 4
'clip_coef': 0.2
'norm_adv': True
'clip_vloss': True
'ent_coef': 0.01
'vf_coef': 0.5
'max_grad_norm': 0.5
'target_kl': None
'batch_size': 8192
'minibatch_size': 2048
'env_id': 'LunarLander-v2'}
- Task
- Reinforcement Learning
- Created
- Oct 13, 2024
- Updated
- Oct 13, 2024