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| title: README | |
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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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| <h1 style="margin: 0 0 4px; font-size: 28px;">Arkadium Inc</h1> | |
| <div style="margin: 0 0 6px;">Progress Through Play — Advancing AI with Human Gameplay Data, Infrastructure, Training Environments, and EVALS. Get in touch, ai@arkadium.com</div> | |
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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> | |
| <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> | |
| <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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| <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> | |
| <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> | |
| <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> | |
| <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> | |
| <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> | |
| <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> | |
| <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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| ### About Arkadium | |
| 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. | |
| 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. | |
| 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**. | |
| ### Featured Datasets | |
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| <a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumBackgammon"> | |
| <img src="https://huggingface.co/datasets/ArkadiumInc/public-assets/resolve/main/backgammon/example_move_02.webp" alt="Backgammon" style="width: 120px; border-radius: 8px;"> | |
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| <a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumBackgammon"><strong>🎲 Backgammon Dataset</strong></a><br> | |
| High-quality human gameplay data for Game AI research<br> | |
| <sub>10,000 Matches · 81,420 Screenshots · 3.92 GB · CC-BY-4.0</sub> | |
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| <a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumGinrummy"> | |
| <img src="https://huggingface.co/datasets/ArkadiumInc/public-assets/resolve/main/ginrummy/example_hand_02.webp" alt="Gin Rummy" style="width: 120px; border-radius: 8px;"> | |
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| <a href="https://huggingface.co/datasets/ArkadiumInc/ArkadiumGinrummy"><strong>🃏 Gin Rummy Dataset</strong></a><br> | |
| Human Gin Rummy gameplay with game logs and screenshots<br> | |
| <sub>10,000 Matches · 686,403 Screenshots · 23.62 GB · CC-BY-4.0</sub> | |
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| <h4 style="margin: 0 0 4px;">Use Cases</h4> | |
| 🤖 <strong>Game AI Training</strong> — Train neural networks on human gameplay patterns<br> | |
| 🔄 <strong>Reinforcement Learning</strong> — Demonstration data for imitation learning<br> | |
| 🎯 <strong>SFT</strong> - Supervised Fine Tuning / Mimic Expert Gameplay<br> | |
| 🧠 <strong>RLHF</strong> Duh!<br> | |
| 👁️ <strong>Computer Vision</strong> — Board state recognition and piece detection<br> | |
| 📈 <strong>Strategy Analysis</strong> — Study human decision-making patterns | |
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| <h4 style="margin: 0 0 4px;">Recognition</h4> | |
| 🏆 Fast Company Best Workplaces for Innovators 2025<br> | |
| 🏆 Fast Company Next Big Things in Tech Award 2024<br> | |
| 🏆 Record-breaking year for browser games library (2024) | |
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| <sub>📍 <strong>New York City</strong> · 19 W 21st Street, Suite 1001 · © 2026 Arkadium Inc.</sub> |