Commit ·
719013c
1
Parent(s): c2cc917
Push agent to the Hub
Browse files- README.md +9 -9
- logs/events.out.tfevents.1696754069.56f7c4cf2aad.32694.0 +3 -0
- model.pt +2 -2
- replay.mp4 +0 -0
- results.json +1 -1
README.md
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@@ -1,6 +1,6 @@
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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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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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# PPO Agent Playing
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This is a trained model of a PPO agent playing
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# Hyperparameters
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```python
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{'exp_name': '
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'gym_id': '
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'learning_rate': 0.00025
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'seed': 1
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'total_timesteps':
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'torch_determistic': True
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'cuda': True
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'track': False
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---
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tags:
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- LunarLander-v2
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- ppo
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- deep-reinforcement-learning
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- reinforcement-learning
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type: reinforcement-learning
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name: reinforcement-learning
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dataset:
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name: LunarLander-v2
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type: LunarLander-v2
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metrics:
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- type: mean_reward
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value: -103.57 +/- 53.40
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name: mean_reward
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verified: false
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---
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# PPO Agent Playing LunarLander-v2
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This is a trained model of a PPO agent playing LunarLander-v2.
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# Hyperparameters
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```python
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{'exp_name': 'ppo'
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'gym_id': 'LunarLander-v2'
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'learning_rate': 0.00025
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'seed': 1
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'total_timesteps': 100000
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'torch_determistic': True
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'cuda': True
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'track': False
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logs/events.out.tfevents.1696754069.56f7c4cf2aad.32694.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:d852abe8f7e1bd737b35e0f7d46b6d4988a365a6d2d02861338f77ccef204a87
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size 50988
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model.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 sha256:46f5b662e04fb0b2df8d54c047377a9b851f33c5b9a4f7fbe597e921f9e56e5a
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size 42597
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replay.mp4
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results.json
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{"env_id": "
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{"env_id": "LunarLander-v2", "mean_reward": -103.57263886083982, "std_reward": 53.40109522533377, "n_evaluation_episodes": 10, "eval_datetime": "2023-10-08T08:34:56.648167"}
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