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Browse files- README.md +5 -9
- hyperparameters.json +1 -1
- model.pth +1 -1
- replay.mp4 +0 -0
README.md
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---
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tags:
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- Pixelcopter-PLE-v0
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- actor-critic
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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: ActorCritic-Pixelcopter
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results:
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- task:
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type: reinforcement-learning
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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:
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name: mean_reward
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verified: false
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---
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# **Actor-Critic** Agent playing **Pixelcopter-PLE-v0**
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This is a trained model of an **Actor-Critic** agent playing **Pixelcopter-PLE-v0**.
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This model was trained as part of the Deep Reinforcement Learning Course.
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## Evaluation Results
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- **
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- **Final Score (mean_reward - std_reward):** 2.43
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---
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tags:
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- actor-critic
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- reinforcement-learning
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- deep-rl-class
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- Pixelcopter-PLE-v0
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model-index:
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- name: ActorCritic-Pixelcopter
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results:
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- task:
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type: reinforcement-learning
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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: 31.84 +/- 22.63
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name: mean_reward
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verified: false
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---
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# **Actor-Critic** Agent playing **Pixelcopter-PLE-v0**
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This is a trained model of an **Actor-Critic** agent playing **Pixelcopter-PLE-v0**.
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This model was trained as part of the Deep Reinforcement Learning Course.
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## Evaluation Results
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- **Mean Reward:** 31.84 +/- 22.63
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- **Final Score (mean_reward - std_reward):** 9.21
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hyperparameters.json
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{"h_size": 256, "n_training_episodes": 20000, "n_evaluation_episodes":
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{"h_size": 256, "n_training_episodes": 20000, "n_evaluation_episodes": 25, "max_t": 1000, "gamma": 0.99, "lr": 0.0001, "env_id": "Pixelcopter-PLE-v0"}
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model.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 277224
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version https://git-lfs.github.com/spec/v1
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oid sha256:fc7cd031726ed5f9f5e6433fe1ddb47545dfc11089fec9a679d9d07e54dacd84
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size 277224
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replay.mp4
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