danieladejumo
commited on
Commit
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Parent(s):
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Initial Commit
Browse files- .gitattributes +1 -0
- README.md +28 -0
- hyperparameters.json +1 -0
- model.pt +3 -0
- replay.mp4 +3 -0
- results.json +1 -0
.gitattributes
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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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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: test_model
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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: 40.10 +/- 6.79
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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 simple Reinforce playing CartPole-v1.
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This is a result of the training from the [Deep RL Class](https://github.com/huggingface/deep-rl-class) by Hugging Face.
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See this (repo)[] for the algorithm implementation.
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hyperparameters.json
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{"h_size": 16, "n_training_episodes": 1000, "n_evaluation_episodes": 10, "max_episode_steps": 1000, "gamma": 1.0, "lr": 0.01, "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:efea0eeb05c69e19e455f33ea351f6165738fab5a327a26c00d1a4d8aea4be3b
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size 3039
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replay.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:d9f3781648a9b0544e7870f204ff5febde3f53644112e95dae11d2611a17f957
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size 5082
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results.json
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{"env_id": "CartPole-v1", "mean_reward": 40.1, "n_evalauation_episodes": 10, "eval_datetime": "2022-09-03T22:08:19.557783"}
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