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检索条件"任意字段=Proceedings of the The third workshop on Procedural Content Generation in Games"

共 52 条记录，以下是1-10 订阅

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Handling Interfaces for the procedural generation of Complete Buildings 8

Handling Interfaces for the Procedural Generation of Complet...

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8th International workshop on games and Software Engineering (GAS)

作者： Kutzias, Damian Von Mammen, Sebastian Julius Maximilians Univ Wurzburg JMU Wurzburg Germany

ISBN: (纸本)9798400705618

This paper presents the challenge of interface handling for different building constituents in the context of PGB (procedural generation of Buildings). Alongside this challenge, the current state of research about interfaces and their handling in current implementations of (almost) complete buildings is presented. Afterwards, different means of integration are discussed including their expected impacts, implementation efforts, and control mechanisms. Handling the integration challenge for PGB can be understood as a meta challenge with several design choices, making several decisions for controlling complexity both computationally and regarding the implementation effort. One set of such decisions is presented, optimised to cover many common cases of buildings while utilising currently existing generators and their limited compatibility to procedurally generate complete buildings with manageable efforts.

关键词： procedural Buildings procedural content generation PCG procedural generation of Buildings PGB

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A Framework to Even-Out Racetrack Bias 19

A Framework to Even-Out Racetrack Bias

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19th International Conference on the Foundations of Digital games (FDG)

作者： Majid, Mirkamil Crawfis, Roger Ohio State Univ Columbus OH 43210 USA

ISBN: (纸本)9798400709555

procedural content generation (PCG) has demonstrated its capability to create compelling game content across various domains, including racing games. In this paper, a novel approach utilizing PCG is presented that aims to generate racetracks with the primary objective of ensuring fairness and balanced gameplay regardless of the player's vehicle choice(1). The proposed framework comprises three distinct phases: During the first phase, modular racetrack segments are procedurally generated in order to enhance track variety, which plays a crucial role in providing an engaging gaming experience. In the second phase, AI car controllers are employed on different vehicles to simulate driving through all generated racetrack segments, gathering various statistics. This step allows for the collection of data that will inform decision-making during the final assembly of the complete racetrack. Finally, in the third phase, the collected data is utilized to select and assemble the most suitable racetrack segments, ensuring fairness for all simulated vehicle types by avoiding any potential unfair advantages or disadvantages. To further support this innovative framework, its theoretical foundation is explored, and detailed explanations of each step involved in the process are provided.

关键词： Racetrack generation procedural content generation Gameplay Balance Racing Tiling Bias

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Learning Constrained Graph Layout for content generation 10

Learning Constrained Graph Layout for Content Generation

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10th Experimental Artificial Intelligence in games workshop, EXAG 2023

作者： Cooper, Seth Balema, Eden Northeastern University United States Dickinson College United States

Graphs are a common format for procedurally generated content in games. However, many graph-based approaches require grammars to be manually authored or additional processing to add spatial layout information. In this work, we extend an existing system for constrained graph generation that learns from examples. The main extension is adding graph layout information directly into the graph learning and generation constraint problem by incorporating spatial transforms. We demonstrate the approach in several level generation applications and potential use in citizen science games. © 2023 Copyright for this paper by its authors.

关键词： constraints graphs procedural content generation

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A procedural content generation Algorithm for First Person Shooter and Tower Defense games 2

A Procedural Content Generation Algorithm for First Person S...

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2nd Congreso Espanol de Videojuegos, CEV 2023 - 2nd Spanish Video games Congress

作者： Bacallado, Manuel Torres, Jesús Miguel Arnay, Rafael Universidad de La Laguna Escuela Superior de Ingeniería y Tecnología San Cristóbal de La Laguna Spain

The purpose of this work is to present the implementation of a rule-based procedural generation algorithm used for the creation of a game that mixes two genres: First Person Shooter and Tower Defense. The algorithm creates 3D levels, where there will be added enemy towers to destroy, base tower to defend, generation of enemies that will have different mechanics, being one of them, the destruction or conversion of the base tower and more elements. Each time the player starts a new game, a new map is generated with the elements located in different positions adding roguelikes features. © 2023 CEUR-WS. All rights reserved.

关键词： Towers

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Domain-agnostic procedural content generation Can Be Done Declaratively 38

Domain-agnostic Procedural Content Generation Can Be Done De...

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38th Italian Conference on Computational Logic, CILC 2023

作者： Angilica, Denise Germano, Stefano Ianni, Giovambattista University of Calabria Italy University of Oxford United Kingdom

procedural content generation is applied in the development process of many commercial games: automatically generated contents are delivered to players in order to offer a constantly changing user experience and enrich the game itself. Designing algorithms for content generators can be a tedious job. The product of this work is often too domain specific and offers limited reusability and customizability. Declarative approaches to content generation, more properly defined as Declarative content Specification (DCS) techniques, like the ones based on Answer Set Programming (ASP), promise to overcome some of these drawbacks, since they allow focusing on describing content requirements rather than programming ad-hoc generation engines. Also, DCS speed up the prototype generation techniques themselves. In turn, DCS techniques struggle to gain momentum mainly because of lack of integration with game engines. Furthermore, the promise of generality and reusability is neutralized by the burden of wiring and adapting declarative content specifications to the context of the game at hand. In this work, we report about our progress toward a general DCS module working in the Unity game engine, and integrated in an existing asset for declaratively defining AI modules. We illustrate both the design and runtime workflow of this module, and how game content developers could use it for devising their own content generation schemes. For this purpose, an example highlighting the advantages of this approach is described. © 2023 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).

关键词： Reusability

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An Application of ASP for procedural content generation in Video games 37

An Application of ASP for Procedural Content Generation in V...

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37th Italian Conference on Computational Logic, CILC 2022

作者： De Seta, Andrea Alviano, Mario Rende87036 Italy

procedural content generation eases and accelerates the development of video games by creating data algorithmically through a combination of human-generated assets and algorithms usually coupled with computer-generated randomness. This paper presents a use case of Answer Set Programming (ASP) for procedural content generation of levels in a rougelike video game powered by the Godot Engine. The main elements of a set of human-generated rooms are represented by ASP facts, among them positions of doors, presence of treasures and power-ups. Within this knowledge, ASP is asked to generate dungeons satisfying a few conditions, among them the correct positioning of rooms, the absence of unreachable rooms and constraints on the occurrences of rooms. Scalability of ASP in this context is evaluated empirically, showing that it can generate in few seconds levels that comprise thousands of rooms. © 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0)

关键词： Logic programming

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Testing wave function collapse to represent behaviors in video games 1

Testing wave function collapse to represent behaviors in vid...

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Actas del I Congreso Espanol de Videojuegos, CEV 2022 - 1st Spanish Congress on Videogames, CEV 2022

作者： Ramos, Adrián Martín, Micaela Y. Chover, Miguel Universitat Jaume I Adv. Vicent Sos Baynat s/n Castellón12071 Spain

One avenue of research with great viability for the development of video games is that of methods that allow the generation of procedural content. In recent years, the use of the Wave Function Collapse algorithm to create this type of content stands out. Although the algorithm has been used mainly for texture generation and level creation, its application to other fields of video games has been less explored and has a higher margin of application. The work developed proposes its use to procedurally generate the behavior of the Non-Player Characters of a video game. The solution presented is based on the creation of behavioral structures such as decision trees. As an example of how the algorithm works, a simple video game has been created. © 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0)

关键词： Decision trees

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procedural content generation using Behavior Trees (PCGBT)

Procedural Content Generation using Behavior Trees (PCGBT)

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Joint of the Artificial Intelligence and Interactive Digital Entertainment 2021 workshops, AIIDE-WS-2021

作者： Sarkar, Anurag Cooper, Seth Northeastern University United States

Behavior trees (BTs) are a popular method for modeling NPC and enemy AI behavior and have been widely used in commercial games. In this work, rather than use BTs to model game playing agents, we use them for modeling game design agents, defining behaviors as content generation tasks rather than in-game actions. Similar to how traditional BTs enable modeling behaviors in a modular and dynamic manner, BTs for PCG enable simple subtrees for generating parts of levels to be combined modularly to form complex trees for generating whole levels as well as generators that can dynamically vary the generated content. We refer to this approach as procedural content generation using Behavior Trees, or PCGBT, and demonstrate it by using BTs to model generators for Super Mario Bros., Mega Man and Metroid levels as well as dungeon layouts and discuss several ways in which this paradigm could be applied and extended in the future. Copyright © 2021 for this paper by its authors.

关键词： Forestry

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Designing a Combined World and Story procedural content generation Engine

Designing a Combined World and Story Procedural Content Gene...

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Joint of the Artificial Intelligence and Interactive Digital Entertainment 2021 workshops, AIIDE-WS-2021

作者： Lech, Brenden Azad, Sasha Welnitz, Jennifer Jonasson, Joel Martens, Chris North Carolina State University United States Blast Bit Enterprises AB Sweden

procedural content generation (PCG) has seen relative widespread adoption in games and game development. While PCG methods are gaining traction in commercial games, there are comparatively fewer cases where PCG has been used to generate the game world, characters, and the narrative for a single game. We present our research, collaborating with a small independent game studio, on the design of a game engine designed to generate a world, characters, supporting quests and overarching narrative content for their upcoming game. We discuss our choice of game artificial intelligence algorithms, decisions made in designing our system, and our progress and implementation under the constraints and requirements given to us. We posit our system will generate a rich game world with an explainable world history for players to explore and quests to complete. We believe that our engine will meet their requirements increasing the replayability of the game, reducing the authorship burden, while providing the authors with significant control over quest and narrative structure. Copyright © 2021 for this paper by its authors.

关键词： Software design

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10 Years of the PCG workshop: Past and Future Trends 20

10 Years of the PCG workshop: Past and Future Trends

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15th International Conference on the Foundations of Digital games

作者： Liapis, Antonios Univ Malta Inst Digital Games Msida Malta

ISBN: (纸本)9781450388078

As of 2020, the international workshop on procedural content generation enters its second decade. The annual workshop, hosted by the international conference on the Foundations of Digital games, has collected a corpus of 95 papers published in its first 10 years. This paper provides an overview of the workshop's activities and surveys the prevalent research topics emerging over the years.

关键词： procedural content generation Academic Topics Survey

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