2 code implementations • 24 Oct 2019 • William Hoiles, Vikram Krishnamurthy, Kunal Pattanayak
We consider a novel application of inverse reinforcement learning with behavioral economics constraints to model, learn and predict the commenting behavior of YouTube viewers.
no code implementations • 23 Dec 2018 • William Hoiles, Vikram Krishnamurthy
By observing these decisions, how can an observer estimate the utility function and information acquisition cost?
no code implementations • NeurIPS 2016 • William Hoiles, Mihaela van der Schaar
Estimating patient's clinical state from multiple concurrent physiological streams plays an important role in determining if a therapeutic intervention is necessary and for triaging patients in the hospital.
no code implementations • 11 Dec 2014 • 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 of equilibrium play.