Overcooked Environment

该数据集涵盖了《过度烹饪》游戏环境，玩家在游戏中扮演厨师，在厨房里他们必须协调策略，收集食材并避免相互碰撞，同时烹饪美食。此外，数据集还包含了展示环境和策略等价类的视频。规模上，该数据集包含了多个复杂度不同的环境。任务方面，主要聚焦于协作游戏协调。This dataset covers the game environment of *Overcooked*. In the game, players assume the role of chefs who need to coordinate strategies, collect ingredients, avoid collisions with each other, and cook delicious meals in the kitchen setting. Additionally, the dataset includes videos that showcase the environment and strategy equivalence classes. In terms of scale, the dataset contains multiple environments with varying levels of complexity. It primarily focuses on collaborative game coordination.

搜集汇总

背景与挑战

背景概述

该数据集基于Overcooked游戏环境，专注于多智能体协调研究，通过多个具体场景（如Schelling Point、Coordination Ring等）展示厨师如何协作完成任务。数据集的核心目的是支持对战略相关知识（strategically relevant knowledge）和战略等价关系（strategic equivalence relation, SER）的探索与形式化，以理解最优协调所需的最小知识。