SakataHalmi commited on
Commit
719013c
·
1 Parent(s): c2cc917

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
@@ -13,26 +13,26 @@ 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: 39.40 +/- 13.15
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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
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- {'exp_name': 'LunarLander-v2'
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- 'gym_id': 'CartPole-v1'
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  'learning_rate': 0.00025
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  'seed': 1
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- 'total_timesteps': 2500
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  'torch_determistic': True
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  'cuda': True
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  'track': False
 
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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: -103.57 +/- 53.40
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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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+ {'exp_name': 'ppo'
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+ 'gym_id': 'LunarLander-v2'
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  'learning_rate': 0.00025
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  'seed': 1
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+ 'total_timesteps': 100000
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  'torch_determistic': True
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  'cuda': True
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  'track': False
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results.json CHANGED
@@ -1 +1 @@
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- {"env_id": "CartPole-v1", "mean_reward": 39.4, "std_reward": 13.154466921924278, "n_evaluation_episodes": 10, "eval_datetime": "2023-10-08T08:33:45.513259"}
 
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+ {"env_id": "LunarLander-v2", "mean_reward": -103.57263886083982, "std_reward": 53.40109522533377, "n_evaluation_episodes": 10, "eval_datetime": "2023-10-08T08:34:56.648167"}