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  1. README.md +5 -15
  2. dqn_cartpole.zip +1 -1
  3. metadata.yaml +11 -0
  4. replay.mp4 +0 -0
  5. results.json +1 -1
README.md CHANGED
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-
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- ---
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- tags:
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- - CartPole-v1
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- - q-learning
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- - reinforcement-learning
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- - custom-implementation
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- metrics:
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- - type: mean_reward
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- value: 172.93 +/- 49.55
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- library_name: stable-baselines3
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- ---
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-
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-
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  # **DQN** Agent playing **CartPole-v1**
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  This is a trained model of a **DQN** agent playing **CartPole-v1**.
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-
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  ## Usage
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  ```python
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  from stable_baselines3 import DQN
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  model = DQN.load("dqn_cartpole", env=env)
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  ```
 
 
 
 
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  # **DQN** Agent playing **CartPole-v1**
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  This is a trained model of a **DQN** agent playing **CartPole-v1**.
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+
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  ## Usage
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  ```python
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  from stable_baselines3 import DQN
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  model = DQN.load("dqn_cartpole", env=env)
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  ```
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+
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+ ## Evaluation Results
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+ - Mean Reward: 165.61
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+ - Standard Deviation: 36.78
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dqn_cartpole.zip CHANGED
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  version https://git-lfs.github.com/spec/v1
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- oid sha256:24c260ea7de7818b9bbabbc8d147f8fc6b2bfb70a6852db3cd3ee5be12256c5f
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  size 100110
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:f36fcf151eb821b4286ed8f9c31076a45362e72f91b1b691f4a36b081ba38548
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  size 100110
metadata.yaml ADDED
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+ dataset:
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+ name: CartPole-v1
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+ type: gymnasium
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+ license: mit
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+ metrics:
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+ mean_reward: 165.61 +/- 36.78
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+ tags:
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+ - CartPole-v1
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+ - q-learning
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+ - reinforcement-learning
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+ - custom-implementation
replay.mp4 CHANGED
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results.json CHANGED
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- {"env_id": "CartPole-v1", "mean_reward": 172.93, "std_reward": 49.54861350229691, "eval_datetime": "2024-12-18T22:12:43.310127"}
 
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+ {"env_id": "CartPole-v1", "mean_reward": 165.61, "std_reward": 36.77577871371319, "eval_datetime": "2024-12-18T22:15:25.471841"}