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anakin87/doom-defend-the-center-100k-oracle

Doom Defend the Center 100K oracle 100K rows dataset from 317 episodes of Doom Defend the Center scenario. A programmatic oracle plays the scenario with access to privileged ViZDoom info: spin one way, freeze and fire when an enemy crosses the crosshair. The dataset does not contain traces of privileged info and can be learned from RGB only. Each row carries frames.u8: one 100x160 RGB frame at time t. labels.npz: turn (left/none/right) and shoot (yes/no) + actions at time t-2… See the full description on the dataset page: https://huggingface.co/datasets/anakin87/doom-defend-the-center-100k-oracle.

sourceHugging Faceapache-2.0updated 28d agoView on Hugging Face

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Dataset Card

Doom Defend the Center 100K oracle

100K rows dataset from 317 episodes of Doom Defend the Center scenario.

A programmatic oracle plays the scenario with access to privileged ViZDoom info: spin one way, freeze and fire when an enemy crosses the crosshair.

The dataset does not contain traces of privileged info and can be learned from RGB only.

Each row carries

—frames.u8: one 100x160 RGB frame at time t.
—labels.npz: turn (left/none/right) and shoot (yes/no) + actions at time t-2 and t-1 (and episode id)

This dataset has been used to train tiny-doom-defender. SFT script.

For more information, read the article.