3 papers
cs.LG2025
Online Learning of Counter Categories and Ratings in PvP Games
Chiu-Chou Lin, I-Chen Wu
In competitive games, strength ratings like Elo are widely used to quantify player skill and support matchmaking by accounting for skill disparities better than simple win rate sta…
cs.AI2024
Identifying and Clustering Counter Relationships of Team Compositions in PvP Games for Efficient Balance Analysis
Chiu-Chou Lin, Yu-Wei Shih, Kuei-Ting Kuo +4
How can balance be quantified in game settings? This question is crucial for game designers, especially in player-versus-player (PvP) games, where analyzing the strength relations…
cs.AI2024
Perceptual Similarity for Measuring Decision-Making Style and Policy Diversity in Games
Chiu-Chou Lin, Wei-Chen Chiu, I-Chen Wu
Defining and measuring decision-making styles, also known as playstyles, is crucial in gaming, where these styles reflect a broad spectrum of individuality and diversity. However,…