State Similarity Metrics

Playstyle Distance

Introduced by Lin et al. in An Unsupervised Video Game Playstyle Metric via State Discretization

This method proposes first discretizing observations and calculating the action distribution distance under comparable cases (intersection states).

Source: An Unsupervised Video Game Playstyle Metric via State Discretization

Papers


Paper Code Results Date Stars

Tasks


Task Papers Share
Atari Games 1 33.33%
Car Racing 1 33.33%
Decision Making 1 33.33%

Components


Component Type
VQ-VAE
Generative Models (optional)

Categories