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Files changed (5) hide show
  1. README.md +6 -6
  2. hyperparameters.json +1 -1
  3. model.pt +2 -2
  4. replay.mp4 +0 -0
  5. results.json +1 -1
README.md CHANGED
@@ -1,6 +1,6 @@
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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
@@ -12,16 +12,16 @@ model-index:
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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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  ---
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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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  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: 10.20 +/- 13.01
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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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hyperparameters.json CHANGED
@@ -1 +1 @@
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- {"h_size": 16, "n_training_episodes": 1000, "n_evaluation_episodes": 10, "max_t": 1000, "gamma": 1.0, "lr": 0.01, "env_id": "CartPole-v1", "state_space": 4, "action_space": 2}
 
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+ {"h_size": 64, "n_training_episodes": 5000, "n_evaluation_episodes": 10, "max_t": 10000, "gamma": 0.99, "lr": 0.0001, "env_id": "Pixelcopter-PLE-v0", "state_space": 7, "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 sha256:64bb7623fe2a14fb9b62210e302478ea247c9c13f57eb09156ff1f344b0c934a
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- size 3264
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:26c97ad82b7f548d2e48e64de546465c74af7ae11aa75cafa950e69c004aad6b
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+ size 39732
replay.mp4 CHANGED
Binary files a/replay.mp4 and b/replay.mp4 differ
 
results.json CHANGED
@@ -1 +1 @@
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- {"env_id": "CartPole-v1", "mean_reward": 500.0, "n_evaluation_episodes": 10, "eval_datetime": "2024-04-22T01:17:40.495187"}
 
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+ {"env_id": "Pixelcopter-PLE-v0", "mean_reward": 10.2, "n_evaluation_episodes": 10, "eval_datetime": "2024-04-22T01:30:07.426700"}