标题： 探索大语言模型代理的决策能力：一项关于跳跃跳跃游戏的实验研究 显示英文标题

标题： Exploring Decision-Making Capabilities of LLM Agents: An Experimental Study on Jump-Jump Game

摘要： 跳跃跳跃游戏作为一种简单但具有挑战性的休闲游戏，为研究大语言模型的决策能力提供了理想的测试环境。 该游戏要求玩家根据当前位置和目标平台的距离精确控制跳跃力度，涉及空间推理、物理建模和战略规划等多个认知方面。 它展示了跳跃跳跃游戏的基本玩法机制，其中玩家角色（红色圆圈）必须以适当的力度跳过平台以最大化得分。 显示英文摘要

摘要： The Jump-Jump game, as a simple yet challenging casual game, provides an ideal testing environment for studying LLM decision-making capabilities. The game requires players to precisely control jumping force based on current position and target platform distance, involving multiple cognitive aspects including spatial reasoning, physical modeling, and strategic planning. It illustrates the basic gameplay mechanics of the Jump-Jump game, where the player character (red circle) must jump across platforms with appropriate force to maximize score.