Activision Releases Call of Duty: Warzone Data for AI Research

Activision has made a significant move in the AI and gaming sectors by releasing a comprehensive open-source dataset derived from Call of Duty: Warzone’s Caldera map. This dataset is designed to aid researchers and developers in studying game dynamics and advancing AI models.

What’s Included in the Dataset

The released dataset encompasses:

• Geometry Data: Near-complete geometric details of the Caldera map.
• Player Movement Data: Anonymized time samples illustrating player movement patterns across the map.

This release marks a milestone as one of the most complex and large-scale open datasets from the gaming industry, particularly in terms of geometric complexity and instance counts.

Technical Details

• File Format: The dataset is available in OpenUSD, a file format supported by major entities such as Pixar and Apple. OpenUSD is commonly used for 3D content creation, which makes it a fitting choice for this type of data.
• Size and Scope: Michael Vance, Activision’s SVP and software engineer, highlighted the dataset’s scale, noting it as one of the largest production-validated releases in terms of complexity.

AI and Content Generation

Activision’s dataset is intended to support:

• AI Training: Researchers can use the data to enhance AI models, particularly those related to gaming and virtual environments.
• Content Creation: The dataset can also be utilized for developing new content generation techniques, leveraging the detailed map geometry and player movement data.

Industry Implications

The gaming industry is increasingly exploring generative AI and related technologies. Activision’s release could:

• Advance Research: Provide a valuable resource for academic and commercial research in AI and machine learning.
• Encourage Innovation: Stimulate new approaches to game design and player interaction analysis.

Accessing the Data

Interested parties can download Activision’s Caldera dataset from GitHub, where it is available for public use.

This initiative by Activision underscores the growing intersection of gaming and AI, highlighting how detailed game data can drive innovation in both fields.