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  1. README.md +26 -26
  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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- - 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: 270.70 +/- 13.73
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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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- # **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:
3
+ - 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:
9
+ - name: Reinforce-CartPole-v1
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+ results:
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+ - task:
12
+ type: reinforcement-learning
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+ name: reinforcement-learning
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+ dataset:
15
+ 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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+
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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": 800, "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": 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 sha256:07a9a0bc2dfd09c88e0a5cfb1078d2777e4b4deb7ac76d0185aa4197f0f702be
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- size 3849
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:bdbc4c421be60a289bd9263a20703ba621e1d7ebd2c216a7e19cf943ebd05c07
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+ size 3264
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": 270.7, "n_evaluation_episodes": 10, "eval_datetime": "2025-05-04T21:44:49.636469"}
 
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+ {"env_id": "CartPole-v1", "mean_reward": 500.0, "n_evaluation_episodes": 10, "eval_datetime": "2025-05-04T21:29:08.880906"}