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ppo-cleanRL-LunarLander-v2
Statos6/ppo-cleanRL-LunarLander-v2
ppo-cleanRL-LunarLander-v2 is a reinforcement learning model from Statos6. 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 Mar 23, 2024
Repo size
43 KB
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0
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Repo makeup
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.mp446.6 KB · 50%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Mar 23, 2024
- Updated
- Mar 23, 2024
- SHA
- d2a6044f
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': 'main'
'gym_id': 'LunarLander-v2'
'lr': 0.004234982547109355
'seed': 1
'total_timesteps': 5000000
'torch_deterministic': True
'cuda': True
'num_envs': 32
'num_steps': 256
'anneal_lr': True
'gae': True
'gamma': 0.99
'gae_lambda': 0.8
'num_minibatches': 128
'update_epochs': 20
'norm_adv': False
'clip_coef': 0.1
'vl_clip': True
'ent_coef': 0.00023233247122755093
'vf_coef': 0.6401567434560633
'max_grad_norm': 0.3
'target_kl': 0.012736232712398961
'batch_size': 8192
'minibatch_size': 64
'repo_id': 'Statos6/ppo-cleanRL-LunarLander-v2'
'env_id': 'LunarLander-v2'}
- Task
- Reinforcement Learning
- Created
- Mar 23, 2024
- Updated
- Mar 23, 2024