Revolutionizing Tower Defense: Automating Game Level Design with Rogue-lite Integration

This paper introduces "Deferent," a proof-of-concept game designed to showcase the application of Procedural Content Generation (PCG) in enhancing gameplay dynamics and player engagement. By employing PCG techniques such as automated level design, resource allocation, wave generation, and evolutionary mechanics, "Deferent" offers a unique gameplay experience that fosters high replayability. A usability study involving 15 players revealed positive reception regarding the ease of navigation and upgrade systems, while identifying areas for improvement, particularly in resource management and game balancing. The findings indicate that with further optimization, "Deferent" can effectively demonstrate the potential of PCG in advancing modern game design practices.

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Publication Details

Published
2024-11-06
DOI
https://doi.org/10.1109/icsec62781.2024.10770634
Primary Topic
Artificial Intelligence in Games
Type
article
Field-Weighted Citation Impact
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article

Revolutionizing Tower Defense: Automating Game Level Design with Rogue-lite Integration

Yodthong Rodkaew, Wittawin Susutti, Warin Wattanapornprom, Jirawat Santichavalit et al.
Artificial Intelligence in Games
article

Revolutionizing Tower Defense: Automating Game Level Design with Rogue-lite Integration

Yodthong Rodkaew, Wittawin Susutti, Warin Wattanapornprom, Jirawat Santichavalit, Arnon Pakdee, Witoon Ruamngoen
article en

Abstract

This paper introduces "Deferent," a proof-of-concept game designed to showcase the application of Procedural Content Generation (PCG) in enhancing gameplay dynamics and player engagement. By employing PCG techniques such as automated level design, resource allocation, wave generation, and evolutionary mechanics, "Deferent" offers a unique gameplay experience that fosters high replayability. A usability study involving 15 players revealed positive reception regarding the ease of navigation and upgrade systems, while identifying areas for improvement, particularly in resource management and game balancing. The findings indicate that with further optimization, "Deferent" can effectively demonstrate the potential of PCG in advancing modern game design practices.

University of the Thai Chamber of Commerce (TH), King Mongkut's University of Technology Thonburi (TH)
Openalex Percentile: Top 80%
Artificial Intelligence in Games
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Revolutionizing Tower Defense: Automating Game Level Design with Rogue-lite Integration — Yodthong Rodkaew, Wittawin Susutti, et al. · (2024) | TGRS Research Map | TGRS