ahmadsy commited on
Commit
7d0ab72
1 Parent(s): 5b6d643

Push agent to the Hub

Browse files
README.md CHANGED
@@ -17,7 +17,7 @@ model-index:
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  type: LunarLander-v2
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  metrics:
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  - type: mean_reward
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- value: -178.52 +/- 142.29
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  name: mean_reward
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  verified: false
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  ---
@@ -37,16 +37,16 @@ model-index:
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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': 300000
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  'learning_rate': 0.00025
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- 'num_envs': 512
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- 'num_steps': 32
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  'anneal_lr': True
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  'gae': True
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  'gamma': 0.99
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  'gae_lambda': 0.95
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  'num_minibatches': 4
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- 'update_epochs': 4
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  'norm_adv': True
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  'clip_coef': 0.2
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  'clip_vloss': True
@@ -55,7 +55,7 @@ model-index:
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  'max_grad_norm': 0.5
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  'target_kl': None
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  'repo_id': 'ahmadsy/ppo_scratch-LunarLander-v2'
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- 'batch_size': 16384
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- 'minibatch_size': 4096}
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  ```
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  type: LunarLander-v2
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  metrics:
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  - type: mean_reward
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+ value: 281.26 +/- 46.16
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  name: mean_reward
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  verified: false
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  ---
 
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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': 1000000
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  'learning_rate': 0.00025
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+ 'num_envs': 32
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+ 'num_steps': 64
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  'anneal_lr': True
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  'gae': True
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  'gamma': 0.99
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  'gae_lambda': 0.95
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  'num_minibatches': 4
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+ 'update_epochs': 32
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  'norm_adv': True
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  'clip_coef': 0.2
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  'clip_vloss': True
 
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  'max_grad_norm': 0.5
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  'target_kl': None
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  'repo_id': 'ahmadsy/ppo_scratch-LunarLander-v2'
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+ 'batch_size': 2048
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+ 'minibatch_size': 512}
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  ```
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results.json CHANGED
@@ -1 +1 @@
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- {"env_id": "LunarLander-v2", "mean_reward": -178.51857759201573, "std_reward": 142.2928123969609, "n_evaluation_episodes": 10, "eval_datetime": "2024-12-03T17:40:01.209201"}
 
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+ {"env_id": "LunarLander-v2", "mean_reward": 281.25645566888534, "std_reward": 46.16207389460132, "n_evaluation_episodes": 10, "eval_datetime": "2024-12-03T19:38:27.060109"}