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ppo-LunarLander-v2

Reinforcement Learning
Transformers
TensorBoard
LunarLander-v2
ppo
deep-reinforcement-learning
custom-implementation
deep-rl-course
Eval Results
Inference Endpoints
Model card Files Metrics Community
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  1. README.md +6 -6
  2. logs/events.out.tfevents.1719531738.tf-notebook-0.3481.490 +3 -0
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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: -109.32 +/- 79.13
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  name: mean_reward
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  verified: false
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  ---
@@ -29,13 +29,13 @@ model-index:
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  # Hyperparameters
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  ```python
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  {'env_id': 'LunarLander-v2'
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- 'learning_rate': 0.00025
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  'gamma': 0.99
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- 'gae_lambda': 0.999
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- 'clip_coef': 0.1
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  'total_timesteps': 5000000
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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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  ```
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  type: LunarLander-v2
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  metrics:
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  - type: mean_reward
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+ value: 264.85 +/- 73.42
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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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  ```python
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  {'env_id': 'LunarLander-v2'
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+ 'learning_rate': 5e-06
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  'gamma': 0.99
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+ 'gae_lambda': 0.98
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+ 'clip_coef': 0.3
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  'total_timesteps': 5000000
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  'ent_coef': 0.01
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+ 'vf_coef': 0.6
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+ 'max_grad_norm': 0.37}
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  ```
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