Mario AI

该数据集是一个开源的基准，专为超级马里奥兄弟游戏设计，用于为控制角色马里奥的自主代理自动生成行为树（BTs）。它包含了多种动作状态、障碍物和敌人的条件，以及基于游戏表现的性能评估函数。该数据集涵盖了二维关卡，且关卡复杂度多样。其任务是为游戏玩法自动规划。

This dataset is an open-source benchmark tailored specifically for the Super Mario Bros. game, aimed at automatically generating Behavior Trees (BTs) for autonomous agents controlling the game's character Mario. It encompasses diverse action states, conditions for obstacles and enemies, alongside performance evaluation functions based on in-game performance. This dataset covers 2D levels with varying complexity, and its core task is automated planning for gameplay.

搜集汇总

背景与挑战

背景概述

该数据集是'Mario AI Championship 2011'的官方基准包，旨在为用户提供参与马里奥AI竞赛的便捷入口点，包含游戏玩法、学习和关卡生成等资源。数据集基于Java开发，支持多种编程语言，采用BSD-3-Clause许可证，但已于2021年归档为只读状态。