10 citations · 14 across the 4 of their papers we have counts for
5 papers
Variance decompositions for extensive-form games
Alex Cloud, Eric Laber
Quantitative measures of randomness in games are useful for game design and have implications for gambling law. We treat the outcome of a game as a random variable and derive a clo…
Latent-state models for precision medicine
Zekun Xu, Eric Laber, Ana-Maria Staicu +1
Observational longitudinal studies are a common means to study treatment efficacy and safety in chronic mental illness. In many such studies, treatment changes may be initiated by…
Sex Trafficking Detection with Ordinal Regression Neural Networks
Longshaokan Wang, Eric Laber, Yeng Saanchi +1
Sex trafficking is a global epidemic. Escort websites are a primary vehicle for selling the services of such trafficking victims and thus a major driver of trafficker revenue. Many…
Convergence Rates of Posterior Distributions in Markov Decision Process
Zhen Li, Eric Laber
In this paper, we show the convergence rates of posterior distributions of the model dynamics in a MDP for both episodic and continuous tasks. The theoretical results hold for gene…
Parameterized Exploration
Jesse Clifton, Lili Wu, Eric Laber
We introduce Parameterized Exploration (PE), a simple family of methods for model-based tuning of the exploration schedule in sequential decision problems. Unlike common heuristics…