4 citations · 9 across the 12 of their papers we have counts for
4 papers · 1 filter
Learning to Detect an Odd Restless Markov Arm with a Trembling Hand
P. N. Karthik, Rajesh Sundaresan
This paper studies the problem of finding an anomalous arm in a multi-armed bandit when (a) each arm is a finite-state Markov process, and (b) the arms are restless. Here, anomaly…
Detecting an Odd Restless Markov Arm with a Trembling Hand
P. N. Karthik, Rajesh Sundaresan
In this paper, we consider a multi-armed bandit in which each arm is a Markov process evolving on a finite state space. The state space is common across the arms, and the arms are…
Learning to Detect an Odd Markov Arm
P. N. Karthik, Rajesh Sundaresan
A multi-armed bandit with finitely many arms is studied when each arm is a homogeneous Markov process on an underlying finite state space. The transition law of one of the arms, re…
On The Equivalence of Projections In Relative -Entropy and Rényi Divergence
P. N. Karthik, Rajesh Sundaresan
The aim of this work is to establish that two recently published projection theorems, one dealing with a parametric generalization of relative entropy and another dealing with Rény…