Upload 4 files
Browse files- README.md +30 -0
- metadata.yaml +84 -0
- mouse_behavior.json +0 -0
- rl_transitions.csv +0 -0
README.md
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# Space Zombies RL Dataset
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## Overview
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Mouse behavior dataset collected from the Space Zombies RL game. Contains 896 samples of mouse movements, clicks, and game state transitions.
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## Files
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- `mouse_behavior.json`: Raw mouse interaction data
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- `rl_transitions.csv`: State-action-reward-next_state tuples for RL training
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- `metadata.yaml`: Hugging Face dataset card
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- `README.md`: This file
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## Collection Parameters
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- Sampling Rate: 50ms for movement
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- Game: Space Zombies RL (webXOS 2026)
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- Controls: Click to move, auto-aim shooting, right-click for bomb
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- Waves Completed: 6
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- Dataset Level: 7
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## Research Applications
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- Reinforcement Learning from Human Demonstrations
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- Mouse Behavior Modeling
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- Adaptive Interface Design
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- Human-in-the-loop RL
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- Neurorehabilitation Research
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## License
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MIT License - See metadata.yaml for details
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## Contact
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webXOS Research 2026
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metadata.yaml
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---
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license: mit
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task_categories:
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- reinforcement-learning
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- human-computer-interaction
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task_ids:
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- mouse-behavior-modeling
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- rl-from-demonstration
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language:
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- en
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size_categories:
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- n<1K
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tags:
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- mouse-input
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- human-in-the-loop
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- reinforcement-learning
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- webxos-2026
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- space-zombies-rl
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pretty_name: "Space Zombies RL Mouse Behavior Dataset"
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dataset_info:
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features:
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- name: state
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dtype:
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playerHealth: float32
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playerPosition:
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x: float32
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z: float32
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zombiesCount: int32
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wave: int32
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datasetLevel: int32
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- name: action
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dtype: string
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- name: reward
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dtype: float32
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- name: next_state
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dtype:
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playerHealth: float32
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playerPosition:
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x: float32
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z: float32
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zombiesCount: int32
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wave: int32
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datasetLevel: int32
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- name: done
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dtype: bool
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- name: timestamp
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dtype: int64
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splits:
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train:
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num_examples: 716
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test:
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num_examples: 179
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---
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# Space Zombies RL Mouse Behavior Dataset
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This dataset contains mouse interaction data collected from the "Space Zombies RL" game, designed for reinforcement learning research on human input patterns.
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## Dataset Description
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- **Total Samples**: 896
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- **Collection Date**: 2026-01-05
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- **Game Version**: Space Zombies RL v1.0 by webXOS 2026
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- **Purpose**: RL training from human demonstrations, mouse behavior modeling, adaptive interface research
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## Usage
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```python
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from datasets import load_dataset
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dataset = load_dataset("your-username/space-zombies-rl")
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```
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## Citation
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If you use this dataset in your research, please cite:
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```
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@dataset{space_zombies_rl_2026,
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title={Space Zombies RL Mouse Behavior Dataset},
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author={webXOS Research},
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year={2026},
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publisher={Hugging Face}
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}
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```
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mouse_behavior.json
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See raw diff
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rl_transitions.csv
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See raw diff
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