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Role-playing games (RPG) are games in which players interact with one another to create narratives. The role of players in the RPG is largely based on the interaction between players and their characters. This emerging form of shared…

计算与语言 · 计算机科学 2025-03-27 Alessandro Maisto

We propose a new General Game Playing (GGP) system called Regular Games (RG). The main goal of RG is to be both computationally efficient and convenient for game design. The system consists of several languages. The core component is a…

人工智能 · 计算机科学 2025-11-14 Radosław Miernik , Marek Szykuła , Jakub Kowalski , Jakub Cieśluk , Łukasz Galas , Wojciech Pawlik

Procedural Content Generation (PCG) is a technique to generate complex and diverse environments in an automated way. However, while generating content with PCG methods is often straightforward, generating meaningful content that reflects…

Many advancements have been made in procedural content generation for games, and with mixed-initiative co-creativity, have the potential for great benefits to human designers. However, co-creative systems for game generation are typically…

人工智能 · 计算机科学 2023-08-07 Rohan Agarwal , Zhiyu Lin , Mark Riedl

Interactive fictions, or text-adventures, are games in which a player interacts with a world entirely through textual descriptions and text actions. Text-adventure games are typically structured as puzzles or quests wherein the player must…

计算与语言 · 计算机科学 2020-08-20 Prithviraj Ammanabrolu , William Broniec , Alex Mueller , Jeremy Paul , Mark O. Riedl

Co-creative Procedural Content Generation via Machine Learning (PCGML) refers to systems where a PCGML agent and a human work together to produce output content. One of the limitations of co-creative PCGML is that it requires co-creative…

机器学习 · 计算机科学 2021-07-28 Zisen Zhou , Matthew Guzdial

Text-based games(TBG) are complex environments which allow users or computer agents to make textual interactions and achieve game goals.In TBG agent design and training process, balancing the efficiency and performance of the agent models…

计算与语言 · 计算机科学 2022-09-13 Chen Chen , Yue Dai , Josiah Poon , Caren Han

Procedural story generation (PCG) tailors a unique narrative experience for a player and can be accomplished via multiple techniques, from matching storylets to grammar-based generation. There exists a rich opportunity for evolutionary…

软件工程 · 计算机科学 2021-03-15 Erik M. Fredericks , Byron DeVries

Procedural Content Generation via Reinforcement Learning (PCGRL) foregoes the need for large human-authored data-sets and allows agents to train explicitly on functional constraints, using computable, user-defined measures of quality…

人工智能 · 计算机科学 2022-08-16 Zehua Jiang , Sam Earle , Michael Cerny Green , Julian Togelius

While the games industry is moving towards procedural content generation (PCG) with tools available under popular platforms such as Unreal, Unity or Houdini, and video game titles like No Man's Sky and Horizon Zero Dawn taking advantage of…

人机交互 · 计算机科学 2020-05-20 Gorm Lai , William Latham , Frederic Fol Leymarie

Mixed-initiative Procedural Content Generation (PCG) refers to tools or systems in which a human designer works with an algorithm to produce game content. This area of research remains relatively under-explored, with the majority of…

人机交互 · 计算机科学 2021-10-11 Matthew Guzdial , Nathan Sturtevant , Carolyn Yang

The transition from professionally generated content (PGC) to user-generated content (UGC) has reshaped various media formats, encompassing formats such as text and video. With rapid advancements in generative AI, a similar transformation…

人工智能 · 计算机科学 2025-01-14 Lei Zhang , Xuezheng Peng , Shuyi Yang , Feiyang Wang

Procedural content generation via machine learning (PCGML) is typically framed as the task of fitting a generative model to full-scale examples of a desired content distribution. This approach presents a fundamental tension: the more design…

机器学习 · 计算机科学 2018-09-13 Isaac Karth , Adam M. Smith

A game process is a system where the decisions of one agent can influence the decisions of other agents. In the real world, social influences and relationships between agents may influence the decision makings of agents with game behaviors.…

社会与信息网络 · 计算机科学 2021-03-31 Jie Huang , Fanghua Ye , Xu Chen

Procedural Level Generation via Machine Learning (PLGML), the study of generating game levels with machine learning, has received a large amount of recent academic attention. For certain measures these approaches have shown success at…

人工智能 · 计算机科学 2018-09-26 Matthew Guzdial , Nicholas Liao , Mark Riedl

The interactive game theoretical approach to tactics and behavioral self-organization is developed. Though it uses the interactive game theoretical formalization of dialogues as psycholinguistic phenomena, the crucial role is played by the…

综合数学 · 数学 2007-05-23 Denis V. Juriev

Procedural content generation (PCG) concerns all sorts of algorithms and tools which automatically produce game content, without requiring manual authoring by game artists. Besides generating com-plex static meshes, the PCG core usually…

图形学 · 计算机科学 2018-08-02 Anthony Savidis

Emergency training and planning provide structured curricula, rule-based action items, and interdisciplinary collaborative entities to imitate and teach real-life tasks. This rule-based structure enables the curricula to be transferred into…

This paper describes an avenue for artificial and computational intelligence techniques applied within games research to be deployed for purposes of physical therapy. We provide an overview of prototypical research focussed on the…

人工智能 · 计算机科学 2018-04-26 Shabnam Sadeghi Esfahlani , Tommy Thompson

This document describes the design and implementation of the Tabletop Games framework (TAG), a Java-based benchmark for developing modern board games for AI research. TAG provides a common skeleton for implementing tabletop games based on a…

人工智能 · 计算机科学 2020-09-28 Raluca D. Gaina , Martin Balla , Alexander Dockhorn , Raul Montoliu , Diego Perez-Liebana