Add comprehensive README
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README.md
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---
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license: mit
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dataset_info:
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features:
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- name: frame_image
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dtype: image
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- name: frame_metadata
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dtype: string
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---
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# RandomDoomSamples-110M Dataset
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This dataset contains random Doom gameplay frames generated using a random agent policy.
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## Dataset Summary
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- **Total Episodes**: 4,128+
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- **Estimated Frames**: 15M+
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- **Format**: PNG images + JSON metadata per frame
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- **Size**: ~253GB
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## Structure
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```
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episodes/
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├── 0/
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│ ├── frame_0000.png
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│ ├── frame_0000.json
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│ └── ...
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├── 1/
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│ └── ...
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└── ...
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```
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## Upload Status
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Dataset is being uploaded in chunks to optimize memory usage.
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## Usage
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```python
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from datasets import load_dataset
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# Load in streaming mode to avoid memory issues
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dataset = load_dataset("invocation02/RandomDoomSamples-110M", streaming=True)
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for example in dataset:
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# Process frames
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pass
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```
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## Data Collection
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- **Game**: Doom (VizDoom environment)
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- **Agent**: Random action policy
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- **Resolution**: Game screenshots
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- **Metadata**: Game state, actions, rewards
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