Push agent to the Hub
Browse files- README.md +8 -8
- model_scripted.pt +2 -2
- replay.mp4 +0 -0
- results.json +1 -1
README.md
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---
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tags:
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-
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- ppo
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- deep-reinforcement-learning
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- reinforcement-learning
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- custom-implementation
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- deep-rl-course
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model-index:
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- name:
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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:
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type:
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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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#
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This is a trained model of
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# Hyperparameters
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hp_seed:
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---
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tags:
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- Pixelcopter-PLE-v0
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- ppo
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- deep-reinforcement-learning
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- reinforcement-learning
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- custom-implementation
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- deep-rl-course
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model-index:
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- name: SARSA_QLEARNING
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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: Pixelcopter-PLE-v0
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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: 49.30 +/- 37.85
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name: mean_reward
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verified: false
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---
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# REINFORCE Agent Playing Pixelcopter-PLE-v0
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This is a trained model of a REINFORCE agent playing Pixelcopter-PLE-v0.
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# Hyperparameters
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hp_seed: 1<br />hp_torch_deterministic: True<br />hp_nb_frames: 8<br />hp_total_timesteps: 1005000<br />hp_learning_t: 500<br />hp_num_envs: 12<br />hp_learning_rate: 0.0001<br />hp_gamma: 0.99<br />hp_buffer_size: 10000<br />hp_batch_size: 32
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model_scripted.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:bea2dc5275339fbb101b04eba7d996be154b35cebac4967a8eb26fa1134f171c
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size 1186823
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replay.mp4
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results.json
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{"env_id": "
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{"env_id": "Pixelcopter-PLE-v0", "mean_reward": 49.3, "std_reward": 37.84983487414443, "n_evaluation_episodes": 10, "eval_datetime": "2024-04-01T22:25:28.056818"}
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