28 citations · 30 across the 7 of their papers we have counts for
7 papers
Contested Logistics: A Game-Theoretic Approach
Jakub Cerny, Chun Kai Ling, Darshan Chakrabarti +4
We introduce Contested Logistics Games, a variant of logistics problems that account for the presence of an adversary that can disrupt the movement of goods in selected areas. We m…
Model-Free Approximate Bayesian Learning for Large-Scale Conversion Funnel Optimization
Garud Iyengar, Raghav Singal
The flexibility of choosing the ad action as a function of the consumer state is critical for modern-day marketing campaigns. We study the problem of identifying the optimal sequen…
A Doubly Robust Approach to Sparse Reinforcement Learning
Wonyoung Kim, Garud Iyengar, Assaf Zeevi
We propose a new regret minimization algorithm for episodic sparse linear Markov decision process (SMDP) where the state-transition distribution is a linear function of observed fe…
Scalable Computation of Causal Bounds
Madhumitha Shridharan, Garud Iyengar
We consider the problem of computing bounds for causal queries on causal graphs with unobserved confounders and discrete valued observed variables, where identifiability does not h…
Social influence makes self-interested crowds smarter: an optimal control perspective
Yu Luo, Garud Iyengar, Venkat Venkatasubramanian
It is very common to observe crowds of individuals solving similar problems with similar information in a largely independent manner. We argue here that crowds can become "smarter,…
A near-optimal maintenance policy for automated DR devices
Carlos Abad, Garud Iyengar
Demand side participation is now widely recognized as being extremely critical for satisfying the growing electricity demand in the US. The primary mechanism for demand management…