Search Results for author: William Hoiles

Found 4 papers, 1 papers with code

Rationally Inattentive Inverse Reinforcement Learning Explains YouTube Commenting Behavior

2 code implementations24 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.

Clustering reinforcement-learning +1

A Non-parametric Learning Method for Confidently Estimating Patient's Clinical State and Dynamics

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.

Bayesian Inference

Reinforcement Learning and Nonparametric Detection of Game-Theoretic Equilibrium Play in Social Networks

no code implementations11 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.

reinforcement-learning Reinforcement Learning (RL)

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