run trail
Browse files- .gitattributes +1 -0
- README.md +25 -0
- hyperparameters.json +1 -0
- model.pt +3 -0
- replay.mp4 +3 -0
- results.json +1 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags:
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- CartPole-v1
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- reinforce
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- reinforcement-learning
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- custom-implementation
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- deep-rl-class
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model-index:
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- name: tao-ppo-CartPole-v1
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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: CartPole-v1
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type: CartPole-v1
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metrics:
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- type: mean_reward
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value: 254.10 +/- 29.91
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name: mean_reward
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verified: false
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---
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# Agent playing **CartPole-v1**
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hyperparameters.json
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{"training": false, "model_name": "PPO", "track": false, "wandb_project_name": "tao", "wandb_entity": null, "env_id": "CartPole-v1", "capture_video": false, "total_timesteps": 500000, "learning_rate": 0.00025, "num_envs": 4, "num_steps": 128, "anneal_lr": true, "gamma": 0.99, "gae_lambda": 0.95, "num_minibatches": 4, "update_epochs": 4, "norm_adv": true, "clip_range": 0.2, "entropy_coef": 0.01, "vf_coef": 0.5, "max_grad_norm": 0.5, "target_kl": null, "seed": 1, "run_name": "CartPole-v1__PPO__1__500000", "device": "cpu", "torch_deterministic": true, "batch_size": 512, "minibatch_size": 128}
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model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:bfff2411866bdf14cd72f3fc93c85c3769ff70a7735f8d2ad2daa2749bfecf10
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size 39909
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replay.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:767b346e9a995d9d733706e2256b54d12686cf3dddd2c35c960b123adf080e58
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size 57900
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results.json
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{"env_id": "CartPole-v1", "mean_reward": 254.10000610351562, "n_evaluation_episodes": 10, "eval_datetime": "2022-12-27T17:51:03.873785"}
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