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title: README
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---
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## ๐ Recognition
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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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## ๐ Connect With Us
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| Platform | Link |
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|----------|------|
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| ๐ Website | [arkadium.com](https://www.arkadium.com) |
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| ๐ข Corporate | [corporate.arkadium.com](https://partners.arkadium.com) |
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| โ๏ธ Email | [ai@arkadium.com](mailto:ai@arkadium.com) |
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| ๐ผ Careers | [Careers at Arkadium](https://corporate.arkadium.com/careers/) |
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| ๐ฆ X| [@arkadium](https://x.com/kenny_aaarrrhhh) |
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| ๐ผ LinkedIn | [Arkadium](https://linkedin.com/company/arkadium) |
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<div align="center">
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**๐ New York City** ยท 19 W 21st Street, Suite 1001
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ยฉ 2026 Arkadium Inc.
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</div>
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---
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title: README
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emoji: ๐ฎ
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colorFrom: gray
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colorTo: gray
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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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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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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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### 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 style="vertical-align: middle; padding: 0 16px 0 0; border: none;">
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<a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumBackgammon"><strong>๐ฒ 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>๐ 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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<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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๐ค <strong>Game AI Training</strong> โ Train neural networks on human gameplay patterns<br>
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๐ <strong>Reinforcement Learning</strong> โ Demonstration data for imitation learning<br>
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๐ฏ <strong>SFT</strong> - Supervised Fine Tuning / Mimic Expert Gameplay<br>
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๐ง <strong>RLHF</strong> Duh!<br>
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๐๏ธ <strong>Computer Vision</strong> โ Board state recognition and piece detection<br>
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๐ <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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๐ Fast Company Best Workplaces for Innovators 2025<br>
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๐ Fast Company Next Big Things in Tech Award 2024<br>
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๐ 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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<sub>๐ <strong>New York City</strong> ยท 19 W 21st Street, Suite 1001 ยท ยฉ 2026 Arkadium Inc.</sub>
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