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Files changed (5) hide show
  1. README.md +7 -7
  2. hyperparameters.json +1 -1
  3. model.pt +2 -2
  4. replay.mp4 +0 -0
  5. results.json +1 -1
README.md CHANGED
@@ -1,27 +1,27 @@
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  ---
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  tags:
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- - Pixelcopter-PLE-v0
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  - reinforce
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  - reinforcement-learning
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  - custom-implementation
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  - deep-rl-class
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  model-index:
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- - name: Reinforce-cartPole-v1
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  results:
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  - task:
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  type: reinforcement-learning
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  name: reinforcement-learning
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  dataset:
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- name: Pixelcopter-PLE-v0
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- type: Pixelcopter-PLE-v0
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  metrics:
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  - type: mean_reward
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- value: -5.00 +/- 0.00
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  name: mean_reward
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  verified: false
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  ---
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- # **Reinforce** Agent playing **Pixelcopter-PLE-v0**
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- This is a trained model of a **Reinforce** agent playing **Pixelcopter-PLE-v0** .
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  To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: https://huggingface.co/deep-rl-course/unit4/introduction
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  ---
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  tags:
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+ - CartPole-v1
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  - reinforce
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  - reinforcement-learning
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  - custom-implementation
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  - deep-rl-class
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  model-index:
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+ - name: Reinforce-CartPole-v1
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  results:
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  - task:
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  type: reinforcement-learning
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  name: reinforcement-learning
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  dataset:
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+ name: CartPole-v1
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+ type: CartPole-v1
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  metrics:
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  - type: mean_reward
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+ value: 500.00 +/- 0.00
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  name: mean_reward
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  verified: false
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  ---
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+ # **Reinforce** Agent playing **CartPole-v1**
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+ This is a trained model of a **Reinforce** agent playing **CartPole-v1** .
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  To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: https://huggingface.co/deep-rl-course/unit4/introduction
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hyperparameters.json CHANGED
@@ -1 +1 @@
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- {"h_size": 16, "n_training_episodes": 10000, "n_evaluation_episodes": 10, "max_t": 1000, "gamma": 1.0, "lr": 0.01, "env_id": "Pixelcopter-PLE-v0", "state_space": 7, "action_space": 2}
 
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+ {"h_size": 16, "n_training_episodes": 10000, "n_evaluation_episodes": 10, "max_t": 1000, "gamma": 1.0, "lr": 0.01, "env_id": "CartPole-v1", "state_space": 4, "action_space": 2}
model.pt CHANGED
@@ -1,3 +1,3 @@
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  version https://git-lfs.github.com/spec/v1
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- oid sha256:b0ba886f340e3589c52a7c4632ed025bbe6011eaf46d82a33831b80e2e2b59e2
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- size 6260
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:512b029620b2d0ebdbd378be29a25ed45a9d8328feeca51f8f5355fbdb8cf33e
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+ size 3200
replay.mp4 CHANGED
Binary files a/replay.mp4 and b/replay.mp4 differ
 
results.json CHANGED
@@ -1 +1 @@
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- {"env_id": "Pixelcopter-PLE-v0", "mean_reward": -5.0, "n_evaluation_episodes": 10, "eval_datetime": "2024-03-06T04:53:03.121894"}
 
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+ {"env_id": "CartPole-v1", "mean_reward": 500.0, "n_evaluation_episodes": 10, "eval_datetime": "2024-03-06T06:32:35.748532"}