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Browse files- README.md +27 -0
- hyperparameters.json +1 -0
- model.pt +3 -0
- replay.mp4 +0 -0
- results.json +1 -0
README.md
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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: Reinfiorce_cartpole_unit4
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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: 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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# **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
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{"h_size": 8, "n_training_episodes": 1000, "n_evaluation_episodes": 10, "max_t": 1000, "gamma": 0.9348501433107648, "lr": 0.06078737287566807, "env_id": "CartPole-v1", "state_space": 4, "action_space": 2}
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model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:832ea6ee9a56d5030b2b0c93234f95f91c9ae82d2b871e17e45aee225a0aa9bf
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size 2579
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replay.mp4
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Binary file (43.3 kB). View file
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results.json
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{"env_id": "CartPole-v1", "mean_reward": 500.0, "n_evaluation_episodes": 10, "eval_datetime": "2023-05-30T19:13:31.878218"}
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