2 papers
cs.GT2024
Limited-perception games
Kai Jia, Martin Rinard
We study rational agents with different perception capabilities in strategic games. We focus on a class of one-shot limited-perception games. These games extend simultaneous-move n…
math.OC2023
TRAFS: A Nonsmooth Convex Optimization Algorithm with Iteration Complexity
Kai Jia, Martin Rinard
We present the Trust Region Adversarial Functional Subdifferential (TRAFS) algorithm for constrained optimization of nonsmooth convex Lipschitz functions. Unlike previous methods t…