The Design Of "Stratega": A General Strategy Games Framework
The Design Of "Stratega": A General Strategy Games Framework
复制标题
《Stratega》的设计：通用策略游戏框架
DOI：
--
复制
发表时间：
2020
期刊：
影响因子：
--
通讯作者：
Dominik Jeurissen
中科院分区：
文献类型：
--
作者：
Diego Perez Liebana;Alexander Dockhorn;Jorge Hurtado Grueso;Dominik Jeurissen
Stratega是一个通用的策略游戏框架，旨在促进策略游戏的计算智能研究。与其他策略游戏框架相比，Stratega允许使用通用的API来创建各种回合制和实时策略游戏。虽然当前版本支持回合制战略游戏和代理的开发，但我们将在未来的更新中添加对实时战略游戏的支持。灵活性是通过利用YAML文件来配置瓷砖，单位，行动和水平。因此，用户可以设计和运行各种游戏来测试开发的代理，而无需根据正在生成的游戏对其进行专门调整。该框架的重点是统计前瞻性规划（SFP）代理。为此，代理可以访问和修改游戏状态，并使用前向模型来模拟他们的行动的结果。虽然SFP代理在一般的游戏中表现出很大的灵活性，但在复杂的状态和动作空间中，它们的性能受到限制。最后，我们希望这个框架及其各自代理的发展有助于更好地理解战略游戏中复杂的决策过程。策略可以在以下网址下载：此https URL
Stratega, a general strategy games framework, has been designed to foster research on computational intelligence for strategy games. In contrast to other strategy game frameworks, Stratega allows to create a wide variety of turn-based and real-time strategy games using a common API for agent development. While the current version supports the development of turn-based strategy games and agents, we will add support for real-time strategy games in future updates. Flexibility is achieved by utilising YAML-files to configure tiles, units, actions, and levels. Therefore, the user can design and run a variety of games to test developed agents without specifically adjusting it to the game being generated. The framework has been built with a focus of statistical forward planning (SFP) agents. For this purpose, agents can access and modify game-states and use the forward model to simulate the outcome of their actions. While SFP agents have shown great flexibility in general game-playing, their performance is limited in case of complex state and action-spaces. Finally, we hope that the development of this framework and its respective agents helps to better understand the complex decision-making process in strategy games. Stratega can be downloaded at: this https URL
通用视频游戏人工智能：用于评估代理、游戏和内容生成算法的多轨框架
影响因子：
2.3
作者：
Perez-Liebana, Diego;Liu, Jialin;Khalifa, Ahmed;Gaina, Raluca D.;Togelius, Julian;Lucas, Simon M.
通讯作者：
Lucas, Simon M.