Bespoke Datasets
GameLab creates new game experiences for our partners tailored to capture specific behaviors and signals, enabling rapid collection of high-quality, large-scale datasets from real players.

GameLab’s Bespoke Datasets offering enables the creation of entirely new games designed with data capture in mind. Rather than relying solely on existing environments, we work backwards from the research objective, identifying the specific behaviors, decision points, or cognitive patterns that need to be studie, and build engaging game mechanics that naturally elicit those signals during gameplay. The result is a purpose-built environment where every interaction contributes to a structured, high-value dataset.
What makes this approach powerful is the ability to deploy these experiences directly into Arkadium’s live ecosystem, where millions of players can immediately interact with the game. This allows for rapid data generation at scale while maintaining a high-quality player experience. By combining thoughtful game design with large-scale distribution, GameLab enables partners to generate novel datasets that are both scientifically meaningful and grounded in real human behavior.
Continue Reading
View All Products >
Benchmarks
Standardized challenge suites built from real-world games that measure model performance over time. These benchmarks create consistent comparisons across systems in areas such as planning, imperfect information, and strategic decision-making.
Continue reading >
RL Environments
Interactive game environments purpose-built for reinforcement learning research. Agents can train, simulate, and test strategies in controlled settings with standardized rules, reward structures, and reproducible outcomes.
Continue reading >CONTACT US
Do you want to know more about the project?
