Collect Game

该数据集是一个专为研究智能体间合作而设计的网格世界游戏。游戏中，不同颜色的硬币会随机出现和消失，智能体可以根据既定的奖励结构收集这些硬币。此外，游戏通过一个定义硬币颜色出现概率的随机矩阵，允许动态地修改合作结构。该游戏在一个可配置的网格中设有四个智能体。其任务是评估在多智能体网格世界环境中的合作策略。

This dataset is a grid-world game specifically designed for research on cooperation between intelligent agents. In the game, coins of different colors spawn and despawn randomly, and agents can collect these coins based on a predefined reward structure. Additionally, the game allows dynamic modification of the cooperation structure via a random matrix that defines the spawning probabilities of each coin color. This game features four intelligent agents within a configurable grid environment, and its purpose is to evaluate cooperation strategies in multi-agent grid-world environments.