31 citations · 38 across the 3 of their papers we have counts for
3 papers
Reinforcement Learning and Nonparametric Detection of Game-Theoretic Equilibrium Play in Social Networks
Omid Namvar Gharehshiran, William Hoiles, Vikram Krishnamurthy
This paper studies two important signal processing aspects of equilibrium behavior in non-cooperative games arising in social networks, namely, reinforcement learning and detection…
Interactive Sensing and Decision Making in Social Networks
Vikram Krishnamurthy, Omid Namvar Gharehshiran, Maziyar Hamdi
The proliferation of social media such as real time microblogging and online reputation systems facilitate real time sensing of social patterns and behavior. In the last decade, se…
Adaptive Search Algorithms for Discrete Stochastic Optimization: A Smooth Best-Response Approach
Omid Namvar Gharehshiran, Vikram Krishnamurthy, George Yin
This paper considers simulation-based optimization of the performance of a regime-switching stochastic system over a finite set of feasible configurations. Inspired by the stochast…