bakermann commited on
Commit
3f15e68
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1 Parent(s): b3832ea

Push agent to the Hub

Browse files
README.md CHANGED
@@ -1,6 +1,6 @@
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  ---
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  tags:
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- - CartPole-v1
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  - ppo
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  - deep-reinforcement-learning
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  - reinforcement-learning
@@ -13,18 +13,18 @@ model-index:
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  type: reinforcement-learning
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  name: reinforcement-learning
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  dataset:
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- name: CartPole-v1
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- type: CartPole-v1
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  metrics:
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  - type: mean_reward
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- value: 177.80 +/- 56.63
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  name: mean_reward
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  verified: false
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  ---
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- # PPO Agent Playing CartPole-v1
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- This is a trained model of a PPO agent playing CartPole-v1.
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  # Hyperparameters
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  ```python
@@ -36,8 +36,8 @@ model-index:
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  'wandb_project_name': 'cleanRL'
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  'wandb_entity': None
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  'capture_video': False
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- 'env_id': 'CartPole-v1'
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- 'total_timesteps': 50000
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  'learning_rate': 0.00025
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  'num_envs': 4
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  'num_steps': 128
@@ -54,7 +54,7 @@ model-index:
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  'vf_coef': 0.5
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  'max_grad_norm': 0.5
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  'target_kl': None
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- 'repo_id': 'bakermann/ppo-CartPole-v1'
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  'batch_size': 512
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  'minibatch_size': 128}
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  ```
 
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  ---
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  tags:
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+ - LunarLander-v2
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  - ppo
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  - deep-reinforcement-learning
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  - reinforcement-learning
 
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  type: reinforcement-learning
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  name: reinforcement-learning
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  dataset:
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+ name: LunarLander-v2
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+ type: LunarLander-v2
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  metrics:
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  - type: mean_reward
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+ value: -166.08 +/- 99.21
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  name: mean_reward
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  verified: false
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  ---
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+ # PPO Agent Playing LunarLander-v2
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+ This is a trained model of a PPO agent playing LunarLander-v2.
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  # Hyperparameters
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  ```python
 
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  'wandb_project_name': 'cleanRL'
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  'wandb_entity': None
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  'capture_video': False
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+ 'env_id': 'LunarLander-v2'
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+ 'total_timesteps': 50
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  'learning_rate': 0.00025
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  'num_envs': 4
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  'num_steps': 128
 
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  'vf_coef': 0.5
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  'max_grad_norm': 0.5
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  'target_kl': None
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+ 'repo_id': 'bakermann/ppo-LunarLander-v2'
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  'batch_size': 512
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  'minibatch_size': 128}
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  ```
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results.json CHANGED
@@ -1 +1 @@
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- {"env_id": "CartPole-v1", "mean_reward": 177.8, "std_reward": 56.63002737064498, "n_evaluation_episodes": 10, "eval_datetime": "2024-08-02T12:22:59.715149"}
 
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+ {"env_id": "LunarLander-v2", "mean_reward": -166.0772420793574, "std_reward": 99.21451115055338, "n_evaluation_episodes": 10, "eval_datetime": "2024-08-02T12:50:24.210236"}