FabioDataGeek
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Push agent to the Hub
Browse files- README.md +43 -19
- logs/events.out.tfevents.1682976342.fabio-Katana-GF66-12UC.32163.0 +3 -0
- model.pt +3 -0
- results.json +1 -1
README.md
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---
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library_name: stable-baselines3
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tags:
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- deep-reinforcement-learning
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- reinforcement-learning
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model-index:
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- name: PPO
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results:
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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 a **PPO** agent playing **LunarLander-v2**
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using the [stable-baselines3 library](https://github.com/DLR-RM/stable-baselines3).
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---
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tags:
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- CartPole-v1
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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: PPO
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results:
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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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value: 193.10 +/- 69.00
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name: mean_reward
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verified: false
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---
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# PPO Agent Playing CartPole-v1
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This is a trained model of a PPO agent playing CartPole-v1.
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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': 'CartPole-v1'
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'total_timesteps': 50000
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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': 'FabioDataGeek/LunarLander-v2'
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'batch_size': 512
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'minibatch_size': 128}
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```
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logs/events.out.tfevents.1682976342.fabio-Katana-GF66-12UC.32163.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:a793536940b6970c6a2fe997260275f33baa196c77ea280e8fc3e622159997e5
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size 108351
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model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3b4b9a2049504a002ece85a809e8189083095b3f7c1438b97f7966e1c6c46559
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size 39909
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results.json
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{"
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{"env_id": "CartPole-v1", "mean_reward": 193.1, "std_reward": 69.00355063328263, "n_evaluation_episodes": 10, "eval_datetime": "2023-05-01T23:30:02.470732"}
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