jaymanvirk commited on
Commit
79ffbb7
1 Parent(s): a5fd3a5

set hyperparameters as json in model card

Browse files
Files changed (3) hide show
  1. README.md +2 -28
  2. replay.mp4 +0 -0
  3. results.json +1 -1
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: -48.08 +/- 63.05
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  name: mean_reward
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  verified: false
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  ---
@@ -28,31 +28,5 @@ model-index:
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  # Hyperparameters
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- {'seed': 0
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- 'torch_deterministic': True
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- 'cuda': True
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- 'track': False
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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': 100000
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- 'learning_rate': 0.001
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- 'num_envs': 8
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- 'num_steps': 256
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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
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- 'ent_coef': 0.01
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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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- 'batch_size': 2048
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- 'minibatch_size': 512}
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  type: LunarLander-v2
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  metrics:
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  - type: mean_reward
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+ value: -58.74 +/- 80.66
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  name: mean_reward
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  verified: false
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  ---
 
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  # Hyperparameters
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+ {'seed': 0, 'torch_deterministic': True, 'cuda': True, 'track': False, 'wandb_project_name': 'cleanRL', 'wandb_entity': None, 'capture_video': False, 'env_id': 'LunarLander-v2', 'total_timesteps': 100000, 'learning_rate': 0.001, 'num_envs': 8, 'num_steps': 256, 'anneal_lr': True, 'gae': True, 'gamma': 0.99, 'gae_lambda': 0.95, 'num_minibatches': 4, 'update_epochs': 4, 'norm_adv': True, 'clip_coef': 0.2, 'clip_vloss': True, 'ent_coef': 0.01, 'vf_coef': 0.5, 'max_grad_norm': 0.5, 'target_kl': None, 'batch_size': 2048, 'minibatch_size': 512}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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replay.mp4 CHANGED
Binary files a/replay.mp4 and b/replay.mp4 differ
 
results.json CHANGED
@@ -1 +1 @@
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- {"env_id": "LunarLander-v2", "mean_reward": -48.07780286487041, "std_reward": 63.04813158040944, "n_evaluation_episodes": 10, "eval_datetime": "2024-05-16T07:13:02.950893"}
 
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+ {"env_id": "LunarLander-v2", "mean_reward": -58.74375789537991, "std_reward": 80.66261767815269, "n_evaluation_episodes": 10, "eval_datetime": "2024-05-16T07:18:40.540856"}