Create README.md
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README.md
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---
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task_categories:
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- robotics
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---
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## bridge dataset
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version `1.0.0` consists of 60K trajectories in RLDS format
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To use:
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```py
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import tensorflow_datasets as tfds
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import tqdm
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import argparse
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if __name__ == '__main__':
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parser = argparse.ArgumentParser()
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parser.add_argument("--rlds_dir", type=str, default="bridge_data/1.0.0")
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args = parser.parse_args()
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ds_builder = tfds.builder_from_directory(args.rlds_dir)
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dataset = ds_builder.as_dataset(split='all')
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ds_length = len(dataset)
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dataset = dataset.take(ds_length)
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it = iter(dataset)
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for i in tqdm.tqdm(range(ds_length)):
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episode = next(it)
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print("episode: ", i)
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steps = episode['steps']
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print("key in a traj: ", episode.keys())
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for j, step in enumerate(steps):
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# print(step['observation'].keys())
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print(f" [step {j}] action: ", step["action"])
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print(f" [step {j}] state: ", step['observation']['state'])
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```
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