3 papers
cs.GT2026
Equilibrium Computation in Extensive-Form Games with Stochastic Action Sets
Thomas Schwarz, Ryann Sim, Chun Kai Ling
Extensive-form games (EFGs) are a standard model for sequential decision-making in games. A fundamental and typically implicit assumption in EFGs is that players always have access…
cs.GT2026
Computing Equilibria in Games with Stochastic Action Sets
Thomas Schwarz, Jiaru Li, Ryann Sim +1
The study of learning in games typically assumes that each player always has access to all of their actions. However, in many practical scenarios, players' available actions might…
cs.LG2024
Uncertainty-Aware Optimal Treatment Selection for Clinical Time Series
Thomas Schwarz, Cecilia Casolo, Niki Kilbertus
In personalized medicine, the ability to predict and optimize treatment outcomes across various time frames is essential. Additionally, the ability to select cost-effective treatme…