MRNH commited on
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Push agent to the Hub

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README.md ADDED
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+ ---
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+ tags:
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+ - myenv-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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+ - 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: myenv-v1
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+ type: myenv-v1
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+ metrics:
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+ - type: mean_reward
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+ value: 0.25 +/- 0.00
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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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+ # PPO Agent Playing myenv-v1
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+
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+ This is a trained model of a PPO agent playing myenv-v1.
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+
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+ # Hyperparameters
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+ ```python
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+ {'exp_name': 'ppo'
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+ 'seed': 1783252
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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': True
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+ 'env_id': 'myenv-v1'
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+ 'total_timesteps': 10000
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+ 'learning_rate': 0.00025
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+ 'num_envs': 1
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+ 'num_steps': 1024
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+ 'anneal_lr': True
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+ 'anneal_ent_coef': False
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+ 'anneal_clip_coef': False
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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': 64
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+ 'update_epochs': 3
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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': 0.03
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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': 'MRNH/myenv-v1'
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+ 'save_path': 'agent.pt'
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+ 'save_every': 10
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+ 'batch_size': 1024
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+ 'minibatch_size': 16}
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+ ```
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+
agent.pt ADDED
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results.json ADDED
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+ {"env_id": "myenv-v1", "mean_reward": 0.25, "std_reward": 0.0, "n_evaluation_episodes": 1, "eval_datetime": "2026-07-20T23:06:46.043517"}