StarData
A large-scale StarCraft: Brood War replay dataset for AI research, containing 65,646 games with frame and action data.
What is StarData?
StarData is a large-scale dataset of StarCraft: Brood War replays created for AI and machine learning research. It provides frame-by-frame game data and player actions to train and evaluate AI agents in complex real-time strategy environments. The dataset addresses the need for standardized, high-quality benchmarks in game AI research.
AI researchers and machine learning practitioners working on real-time strategy games, reinforcement learning, or game AI benchmarking. It's particularly valuable for those developing agents for StarCraft or similar complex environments.
Researchers choose StarData because it offers the largest publicly available StarCraft replay dataset with carefully curated, high-quality data and multi-language accessibility through TorchCraft. Its standardized splits and reproducibility tools make it ideal for benchmarking and comparative research.
Overview
Starcraft AI Research Dataset
Use Cases
Best For
- Training reinforcement learning agents for real-time strategy games
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