Minecraft House

Minecraft House 是一个众包数据集，收集了人类在 Minecraft 中建造房屋的示例。每个用户都被要求在固定的时间预算（30 分钟）内构建一个 CraftAssist：支持对话的交互式代理的框架，无需任何额外的指导或说明。用户的每一个动作都使用 Cuberite 服务器记录下来。 数据收集是在 Minecraft 的创造模式下进行的，用户可以获得无限的资源，可以访问所有材料块类型并且可以自由移动 游戏世界。环境的动作空间是直截了当的：在 x-y-z 维度上移动、选择方块类型、放置或破坏方块。 共有2586间房屋。The Minecraft House is a crowdsourced dataset that collects examples of human-built houses within Minecraft. Each user was required to construct a CraftAssist: a conversation-enabled interactive agent framework within a fixed time budget of 30 minutes, without any additional guidance or instructions. Every action performed by the users was recorded using the Cuberite server. Data collection was conducted in Minecraft's Creative Mode, where users have access to infinite resources, all types of block materials, and can move freely across the game world. The action space of the environment is straightforward: moving in x-y-z dimensions, selecting block types, placing or destroying blocks. A total of 2586 houses are included in this dataset.

搜集汇总

背景与挑战

背景概述

Minecraft House 是一个通过众包方式收集的数据集，专门收录了玩家在 Minecraft 游戏中建造的房屋实例。在创造模式下，用户有30分钟时间限制，其动作被服务器记录，共包含2586间房屋数据。