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  1. README.md +37 -1
  2. hyperparameters.json +1 -1
  3. model.pt +2 -2
  4. replay.mp4 +0 -0
  5. results.json +1 -1
README.md CHANGED
@@ -16,11 +16,47 @@ model-index:
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  type: CartPole-v1
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  metrics:
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  - type: mean_reward
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- value: 453.50 +/- 139.50
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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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  type: CartPole-v1
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  metrics:
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  - type: mean_reward
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+ value: 491.56 +/- 59.08
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  name: mean_reward
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  verified: false
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  ---
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+ ---
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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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+ ],
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+ "model-index": [
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+ {
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+ "name": "Reinforce-CartPole-v1",
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+ "results": [
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+ {
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+ "task": {
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+ "type": "reinforcement-learning",
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+ "name": "reinforcement-learning"
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+ },
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+ "dataset": {
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+ "name": "CartPole-v1",
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+ "type": "CartPole-v1"
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+ },
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+ "metrics": [
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+ {
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+ "type": "mean_reward",
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+ "value": "491.56 +/- 59.08",
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+ "name": "mean_reward",
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+ "verified": false
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+ }
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+ ]
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+ }
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+ ]
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+ }
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+ ]
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+ }
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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
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": 16, "n_training_episodes": 1000, "n_evaluation_episodes": 50, "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:d05363988e0f60daf7941ea0f0e4f9a0137a48d942e468909c213ebb81a0cc5b
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- size 3264
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:f60e21341904aa1b5f0e8af7b6655fbf8b4ee34ed539247e9e1eb7149669fcc5
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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": "CartPole-v1", "mean_reward": 453.5, "n_evaluation_episodes": 10, "eval_datetime": "2025-02-22T15:51:01.511826"}
 
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+ {"env_id": "CartPole-v1", "mean_reward": 491.56, "n_evaluation_episodes": 50, "eval_datetime": "2025-02-22T22:23:34.405215"}