Push agent to the Hub
Browse files- README.md +2 -33
- logs/events.out.tfevents.1719242562.65dd396b321c.5834.0 +3 -0
- model.pt +2 -2
- replay.mp4 +0 -0
- results.json +1 -1
README.md
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type: LunarLander-v2
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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 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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'seed': 1
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'torch_deterministic': True
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'cuda': True
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'track': False
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'wandb_project_name': 'cleanRL'
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'wandb_entity': None
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'capture_video': False
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'env_id': 'LunarLander-v2'
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'total_timesteps': 500000
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'learning_rate': 0.00025
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'num_envs': 4
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'num_steps': 128
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'anneal_lr': True
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'gae': True
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'gamma': 0.99
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'gae_lambda': 0.95
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'num_minibatches': 4
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'update_epochs': 4
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'norm_adv': True
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'clip_coef': 0.2
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'clip_vloss': True
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'ent_coef': 0.01
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'vf_coef': 0.5
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'max_grad_norm': 0.5
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'target_kl': None
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'repo_id': 'HadrienCr/LunarLander'
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'batch_size': 512
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'minibatch_size': 128}
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```
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type: LunarLander-v2
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metrics:
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- type: mean_reward
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value: -33.21 +/- 68.26
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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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logs/events.out.tfevents.1719242562.65dd396b321c.5834.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:9a72c9d5478ddfa24634e0edc25e8ab4fd288b1f88176276ad919a740dd77e58
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size 169267
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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 sha256:54596bb2d29523fc766c387764f4977ecb94541ba00c8d2d35fc4867f45dee5a
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size 23144
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replay.mp4
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results.json
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{"env_id": "LunarLander-v2", "mean_reward": -
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{"env_id": "LunarLander-v2", "mean_reward": -33.213919655010784, "std_reward": 68.25760470673174, "n_evaluation_episodes": 10, "eval_datetime": "2024-06-24T15:24:47.677681"}
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