damilare-akin commited on
Commit
3e5945c
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Push Reinforce agent to the Hub

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Files changed (6) hide show
  1. .gitattributes +1 -0
  2. README.md +27 -0
  3. hyperparameters.json +1 -0
  4. model.pt +3 -0
  5. replay.mp4 +3 -0
  6. results.json +1 -0
.gitattributes CHANGED
@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ *.mp4 filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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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-1
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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: 156.20 +/- 43.02
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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 5 of the Deep Reinforcement Learning Class: https://github.com/huggingface/deep-rl-class/tree/main/unit5
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+
hyperparameters.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"h_size": 16, "n_training_episodes": 1600, "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 ADDED
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+ oid sha256:66b5271913713cee78beac39f0fe85e62f1b395177158b51fadcba46378436d3
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+ size 2591
replay.mp4 ADDED
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+ oid sha256:ad8db1849aeec514369be530891df76827b3c0d86f15d5b3c3bd64447b3cab8c
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+ size 15017
results.json ADDED
@@ -0,0 +1 @@
 
 
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+ {"env_id": "CartPole-v1", "mean_reward": 156.2, "n_evaluation_episodes": 10, "eval_datetime": "2022-11-09T18:23:26.228198"}