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ppo-LunarLander-v2

Reinforcement Learning
Transformers
TensorBoard
LunarLander-v2
ppo
deep-reinforcement-learning
custom-implementation
deep-rl-course
Eval Results (legacy)
Model card Files
xet
 Metrics Community
gstaff commited on
Commit
c95c29c
·
1 Parent(s): 462d912

Push agent to the Hub

Browse files
Files changed (5) hide show
  1. README.md +4 -4
  2. logs/events.out.tfevents.1677565692.7823c2c484d2.54363.0 +3 -0
  3. model.pt +1 -1
  4. replay.mp4 +0 -0
  5. 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: 142.90 +/- 32.98
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  name: mean_reward
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  verified: false
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  ---
@@ -40,7 +40,7 @@ model-index:
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  'total_timesteps': 1000000
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  'learning_rate': 0.00025
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  'num_envs': 4
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- 'num_steps': 1024
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  'anneal_lr': True
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  'gae': True
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  'gamma': 0.999
@@ -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': 'gstaff/ppo-LunarLander-v2'
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- 'batch_size': 4096
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- 'minibatch_size': 64}
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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: 114.28 +/- 65.83
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  name: mean_reward
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  verified: false
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  ---
 
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  'total_timesteps': 1000000
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  'learning_rate': 0.00025
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  'num_envs': 4
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+ 'num_steps': 512
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  'anneal_lr': True
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  'gae': True
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  'gamma': 0.999
 
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  'max_grad_norm': 0.5
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  'target_kl': None
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  'repo_id': 'gstaff/ppo-LunarLander-v2'
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+ 'batch_size': 2048
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+ 'minibatch_size': 32}
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  ```
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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": 142.8957722429635, "std_reward": 32.97835325255021, "n_evaluation_episodes": 10, "eval_datetime": "2023-02-28T06:27:01.482314"}
 
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+ {"env_id": "LunarLander-v2", "mean_reward": 114.2757201884385, "std_reward": 65.82758417908465, "n_evaluation_episodes": 10, "eval_datetime": "2023-02-28T07:03:09.415217"}