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Analysis of Uncertainty in Procedural Maps in Slay the Spire

Published: April 4, 2025 | arXiv ID: 2504.03918v1

By: Mahsa Bazzaz, Seth Cooper

Potential Business Impact:

Winning games means taking smart risks.

Business Areas:
A/B Testing Data and Analytics

This work investigates the role of uncertainty in Slay the Spire using an information-theoretic framework. Focusing on the entropy of game paths (which are based on procedurally-generated maps) we analyze how randomness influences player decision-making and success. By examining a dataset of 20,000 game runs, we quantify the entropy of paths taken by players and relate it with their outcomes and skill levels. The results show that victorious runs are associated with higher normalized entropy, suggesting more risk-taking. Additionally, higher-skill players tend to exhibit distinct patterns of risk-taking behavior in later game stages.

Country of Origin
🇺🇸 United States

Repos / Data Links

Page Count
10 pages

Category
Computer Science:
Information Theory