mgmeskill commited on
Commit
26c93dd
·
1 Parent(s): f0615fc

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: -206.42 +/- 95.17
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  name: mean_reward
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  verified: false
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  ---
@@ -39,19 +39,19 @@ model-index:
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  'f': '/root/.local/share/jupyter/runtime/kernel-034b7df4-145b-4db4-9d09-b6d875ced33d.json'
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  'env_id': 'LunarLander-v2'
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  'total_timesteps': 100000
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- 'learning_rate': 0.0004
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  'num_envs': 4
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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': 0.99
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- 'gae_lambda': 0.95
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  'num_minibatches': 4
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  'update_epochs': 1
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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': 0.0005
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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: -112.91 +/- 61.09
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  name: mean_reward
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  verified: false
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  ---
 
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  'f': '/root/.local/share/jupyter/runtime/kernel-034b7df4-145b-4db4-9d09-b6d875ced33d.json'
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  'env_id': 'LunarLander-v2'
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  'total_timesteps': 100000
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+ 'learning_rate': 0.0003
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  'num_envs': 4
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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': 0.99
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+ 'gae_lambda': 0.92
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  'num_minibatches': 4
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  'update_epochs': 1
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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': 5e-05
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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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model.pt CHANGED
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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": -206.42487658721757, "std_reward": 95.16599009967193, "n_evaluation_episodes": 10, "eval_datetime": "2023-08-13T02:56:21.720477"}
 
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+ {"env_id": "LunarLander-v2", "mean_reward": -112.9129916957854, "std_reward": 61.0879027725272, "n_evaluation_episodes": 10, "eval_datetime": "2023-08-13T03:02:37.852571"}