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  title: README
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  emoji: ๐ŸŽฎ
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  <div align="center">
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-
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- <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/69455179a5c08dc77d1777a4/s1IcnLC_jDjyWpKYvnHrB.png" alt="Arkadium" width="80" style="border-radius: 16px;">
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-
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- # Arkadium Inc
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-
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- ### Progress Through Play โ€” Advancing AI with Human Gameplay Data, Infrastructure, Training Environments, and EVALS
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-
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- **23+ years of gaming expertise** ยท **2B+ human game plays/year** ยท **20M+ monthly players**
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-
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- [๐ŸŽฎ Play Games](https://www.arkadium.com) ยท [๐Ÿข About Us](https://corporate.arkadium.com/about/) ยท [๐Ÿ‘จโ€๐Ÿ’ป For Partners](https://partners.arkadium.com)
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  </div>
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- ---
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-
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- ## ๐Ÿš€ About Arkadium
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-
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- For more than 20 years, Arkadium has built a diverse portfolio of over 100 games, creating one of the industryโ€™s broadest collections of interactive gaming IP. Our catalog spans single-player and multiplayer experiences across deterministic and non-deterministic systems, as well as both perfect- and imperfect-information environments.
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- Every gameplay session generates rich behavioral telemetry, producing thousands of structured data points that capture decision-making, strategy, adaptation, and player progression in real time. This depth and diversity make Arkadiumโ€™s datasets uniquely valuable for advancing research in areas such as reasoning, agent behavior, reinforcement learning, and model evaluation.
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- We are passionate about collaborating with research teams and frontier labs to help accelerate progress in AI. If youโ€™re interested in partnering with us, weโ€™d love to connect at ai@arkadium.com
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- .
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-
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- ---
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-
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- ## ๐Ÿ“Š Featured Datasets
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-
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- <a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumBackgammon">
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- <img src="https://img.shields.io/badge/๐ŸŽฒ_Arkadium_Backgammon_Dataset-Open_Source-6366f1?style=for-the-badge" alt="Backgammon Dataset">
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- </a>
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-
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- **High-quality human gameplay data for Game AI research**
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-
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- | Metric | Value |
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- |--------|-------|
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- | ๐ŸŽฏ Total Matches | **10,000** |
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- | ๐Ÿ“ธ Board Screenshots | **81,420** |
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- | ๐Ÿ’พ Dataset Size | **3.92 GB** |
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- | ๐Ÿ“„ License | **CC-BY-4.0** |
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-
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- ---
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-
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- <a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumGinrummy">
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- <img src="https://img.shields.io/badge/๐Ÿƒ_Arkadium_Gin_Rummy_Dataset-Open_Source-6366f1?style=for-the-badge" alt="Gin Rummy Dataset">
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- </a>
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-
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- **Human Gin Rummy gameplay with game logs and screenshots**
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-
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- | Metric | Value |
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- |--------|-------|
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- | ๐ŸŽฏ Total Matches | **10,000** |
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- | ๐Ÿ“ธ Screenshots | **686,403** |
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- | ๐Ÿ’พ Dataset Size | **23.62 GB** |
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- | ๐Ÿ“„ License | **CC-BY-4.0** |
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-
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- ---
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-
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- ### Use Cases
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-
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- - ๐Ÿค– **Game AI Training** โ€” Train neural networks on human gameplay patterns
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- - ๐Ÿ”„ **Reinforcement Learning** โ€” Demonstration data for imitation learning
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- - ๐Ÿค– **SFT** - Supervised Fine Tuning / Mimic Expert Gameplay
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- - ๐Ÿค– **RLHF** Duh!
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- - ๐Ÿ‘๏ธ **Computer Vision** โ€” Board state recognition and piece detection
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- - ๐Ÿ“ˆ **Strategy Analysis** โ€” Study human decision-making patterns
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-
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- ---
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-
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- ## ๐Ÿ† Recognition
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-
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- - **Fast Company Best Workplaces for Innovators 2025**
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- - **Fast Company Next Big Things in Tech Award 2024**
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- - **Record-breaking year for browser games library (2024)**
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-
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- ---
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-
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- ## ๐Ÿ”— Connect With Us
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-
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- | Platform | Link |
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- |----------|------|
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- | ๐ŸŒ Website | [arkadium.com](https://www.arkadium.com) |
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- | ๐Ÿข Corporate | [corporate.arkadium.com](https://partners.arkadium.com) |
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- | โœ‰๏ธ Email | [ai@arkadium.com](mailto:ai@arkadium.com) |
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- | ๐Ÿ’ผ Careers | [Careers at Arkadium](https://corporate.arkadium.com/careers/) |
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- | ๐Ÿฆ X| [@arkadium](https://x.com/kenny_aaarrrhhh) |
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- | ๐Ÿ’ผ LinkedIn | [Arkadium](https://linkedin.com/company/arkadium) |
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-
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- ---
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-
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- <div align="center">
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- **๐Ÿ“ New York City** ยท 19 W 21st Street, Suite 1001
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- ยฉ 2026 Arkadium Inc.
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-
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- </div>
 
1
  ---
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  title: README
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  emoji: ๐ŸŽฎ
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+ colorFrom: gray
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+ colorTo: gray
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  sdk: static
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  pinned: false
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  ---
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  <div align="center">
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+ <table width="100%" cellpadding="0" cellspacing="0"
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+ style="table-layout: fixed; border-collapse: collapse; border: none;">
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+ <tr>
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+ <td width="88" align="left"
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+ style="vertical-align: middle; padding: 0; border: none;">
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+ <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/69455179a5c08dc77d1777a4/s1IcnLC_jDjyWpKYvnHrB.png" alt="Arkadium" width="72"
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+ style="border-radius: 12px; display: block;">
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+ </td>
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+ <td align="left" style="vertical-align: middle; border: none;">
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+ <h1 style="margin: 0 0 4px; font-size: 28px;">Arkadium Inc</h1>
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+ <div style="margin: 0 0 6px;">Progress Through Play โ€” Advancing AI with Human Gameplay Data, Infrastructure, Training Environments, and EVALS</div>
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+ <div style="margin: 0 0 4px;">
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+ <a href="#-about-arkadium"><img src="https://img.shields.io/badge/23+_Years-Gaming_Expertise-1a1a2e?style=for-the-badge&labelColor=2d2d44" alt="Years"></a>
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+ <a href="#-about-arkadium"><img src="https://img.shields.io/badge/2B+-Game_Plays/Year-1a1a2e?style=for-the-badge&labelColor=2d2d44" alt="Plays"></a>
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+ <a href="#-about-arkadium"><img src="https://img.shields.io/badge/20M+-Monthly_Players-1a1a2e?style=for-the-badge&labelColor=2d2d44" alt="Players"></a>
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+ </div>
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+ <div>
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+ <a href="https://www.arkadium.com"><img src="https://img.shields.io/badge/Website-arkadium.com-1a1a2e?style=flat-square&logo=safari&logoColor=white" alt="Website"></a>
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+ <a href="https://corporate.arkadium.com/about/"><img src="https://img.shields.io/badge/About-Corporate-1a1a2e?style=flat-square&logo=building&logoColor=white" alt="About"></a>
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+ <a href="https://partners.arkadium.com"><img src="https://img.shields.io/badge/Partners-B2B-1a1a2e?style=flat-square&logo=handshake&logoColor=white" alt="Partners"></a>
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+ <a href="mailto:ai@arkadium.com"><img src="https://img.shields.io/badge/Email-ai@arkadium.com-1a1a2e?style=flat-square&logo=gmail&logoColor=white" alt="Email"></a>
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+ <a href="https://corporate.arkadium.com/careers/"><img src="https://img.shields.io/badge/Careers-Join_Us-1a1a2e?style=flat-square&logo=linkedin&logoColor=white" alt="Careers"></a>
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+ <a href="https://x.com/kenny_aaarrrhhh"><img src="https://img.shields.io/badge/@arkadium-000000?style=flat-square&logo=x&logoColor=white" alt="X"></a>
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+ <a href="https://linkedin.com/company/arkadium"><img src="https://img.shields.io/badge/Arkadium-0A66C2?style=flat-square&logo=linkedin&logoColor=white" alt="LinkedIn"></a>
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+ </div>
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+ </td>
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+ </tr>
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+ </table>
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  </div>
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+ ### About Arkadium
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+ For more than 20 years, Arkadium has built a diverse portfolio of over 100 games, creating one of the industry's broadest collections of interactive gaming IP. Our catalog spans single-player and multiplayer experiences across deterministic and non-deterministic systems, as well as both perfect- and imperfect-information environments.
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+
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+ Every gameplay session generates rich behavioral telemetry, producing thousands of structured data points that capture decision-making, strategy, adaptation, and player progression in real time. This depth and diversity make Arkadium's datasets uniquely valuable for advancing research in areas such as reasoning, agent behavior, reinforcement learning, and model evaluation.
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+
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+ We are passionate about collaborating with research teams and frontier labs to help accelerate progress in AI. If you're interested in partnering with us, we'd love to connect at **ai@arkadium.com**.
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+
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+ ### Featured Datasets
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+ <table width="100%" cellpadding="0" cellspacing="0" style="border-collapse: collapse; border: none;">
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+ <tr>
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+ <td width="120" style="vertical-align: middle; padding: 0 12px 0 0; border: none;">
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+ <a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumBackgammon">
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+ <img src="https://huggingface.co/datasets/ArkadiumInc/ArkadiumBackgammon/resolve/main/assets/example_move_02.webp" alt="Backgammon" style="width: 120px; border-radius: 8px;">
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+ </a>
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+ </td>
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+ <td style="vertical-align: middle; padding: 0 16px 0 0; border: none;">
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+ <a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumBackgammon"><strong>๐ŸŽฒ Backgammon Dataset</strong></a><br>
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+ High-quality human gameplay data for Game AI research<br>
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+ <sub>10,000 Matches ยท 81,420 Screenshots ยท 3.92 GB ยท CC-BY-4.0</sub>
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+ </td>
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+ <td width="120" style="vertical-align: middle; padding: 0 12px 0 0; border: none;">
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+ <a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumGinrummy">
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+ <img src="https://huggingface.co/datasets/ArkadiumInc/ArkadiumGinrummy/resolve/main/assets/example_hand_02.webp" alt="Gin Rummy" style="width: 120px; border-radius: 8px;">
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+ </a>
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+ </td>
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+ <td style="vertical-align: middle; border: none;">
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+ <a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumGinrummy"><strong>๐Ÿƒ Gin Rummy Dataset</strong></a><br>
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+ Human Gin Rummy gameplay with game logs and screenshots<br>
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+ <sub>10,000 Matches ยท 686,403 Screenshots ยท 23.62 GB ยท CC-BY-4.0</sub>
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+ </td>
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+ </tr>
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+ </table>
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+
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+ <table width="100%" cellpadding="0" cellspacing="0" style="border-collapse: collapse; border: none;">
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+ <tr>
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+ <td width="60%" style="vertical-align: top; padding: 0 16px 0 0; border: none;">
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+ <h4 style="margin: 0 0 4px;">Use Cases</h4>
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+ ๐Ÿค– <strong>Game AI Training</strong> โ€” Train neural networks on human gameplay patterns<br>
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+ ๐Ÿ”„ <strong>Reinforcement Learning</strong> โ€” Demonstration data for imitation learning<br>
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+ ๐ŸŽฏ <strong>SFT</strong> - Supervised Fine Tuning / Mimic Expert Gameplay<br>
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+ ๐Ÿง  <strong>RLHF</strong> Duh!<br>
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+ ๐Ÿ‘๏ธ <strong>Computer Vision</strong> โ€” Board state recognition and piece detection<br>
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+ ๐Ÿ“ˆ <strong>Strategy Analysis</strong> โ€” Study human decision-making patterns
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+ </td>
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+ <td width="40%" style="vertical-align: top; padding: 0 0 0 16px; border: none;">
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+ <h4 style="margin: 0 0 4px;">Recognition</h4>
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+ ๐Ÿ† Fast Company Best Workplaces for Innovators 2025<br>
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+ ๐Ÿ† Fast Company Next Big Things in Tech Award 2024<br>
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+ ๐Ÿ† Record-breaking year for browser games library (2024)
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+ </td>
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+ </tr>
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+ </table>
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+
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+ <sub>๐Ÿ“ <strong>New York City</strong> ยท 19 W 21st Street, Suite 1001 ยท ยฉ 2026 Arkadium Inc.</sub>