Push agent to the Hub
Browse files- README.md +65 -0
- agent.pt +3 -0
- logs/events.out.tfevents.1784581433.matt-ubuntu.304650.0 +3 -0
- results.json +1 -0
README.md
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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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# PPO Agent Playing myenv-v1
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This is a trained model of a PPO agent playing myenv-v1.
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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
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version https://git-lfs.github.com/spec/v1
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oid sha256:0a0cf2ebc26857346efef1e266f5a1deaea0eba53ec8bf4174e569110b2c8c5f
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size 42002
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logs/events.out.tfevents.1784581433.matt-ubuntu.304650.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:b135edac820361181c953b3f395d44581e282fb7bd272ff289aa71e18d7f8f04
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size 6339
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results.json
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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"}
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