Marc-Elie commited on
Commit
f6dda52
·
1 Parent(s): 4adea2c

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: -161.00 +/- 82.80
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  name: mean_reward
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  verified: false
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  ---
@@ -38,19 +38,19 @@ model-index:
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  'capture_video': False
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  'env_id': 'LunarLander-v2'
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  'total_timesteps': 250000
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- 'learning_rate': 5e-05
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  'num_envs': 8
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  'num_steps': 128
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  'anneal_lr': True
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  'gae': True
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- 'gamma': 0.999
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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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  type: LunarLander-v2
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  metrics:
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  - type: mean_reward
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+ value: 106.50 +/- 77.64
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  name: mean_reward
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  verified: false
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  ---
 
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  'capture_video': False
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  'env_id': 'LunarLander-v2'
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  'total_timesteps': 250000
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+ 'learning_rate': 0.001
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  'num_envs': 8
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  'num_steps': 128
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  'anneal_lr': True
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  'gae': True
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+ 'gamma': 0.994
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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': 0.015
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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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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": -161.00468558009493, "std_reward": 82.79826320590251, "n_evaluation_episodes": 10, "eval_datetime": "2023-05-15T14:57:53.143272"}
 
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+ {"env_id": "LunarLander-v2", "mean_reward": 106.50124481135063, "std_reward": 77.64316630977838, "n_evaluation_episodes": 10, "eval_datetime": "2023-05-15T15:07:21.358152"}