69 citations · 136 across the 49 of their papers we have counts for
4 papers · 1 filter
Sliding Window Codes: Near-Optimality and Q-Learning for Zero-Delay Coding
Liam Cregg, Fady Alajaji, Serdar Yuksel
We study the problem of zero-delay coding for the transmission of a Markov source over a noisy channel with feedback and present a reinforcement learning solution which is guarante…
Initialization and Curing Policies for Polya Contagion Networks
Greg Harrington, Fady Alajaji, Bahman Gharesifard
This paper investigates optimization policies for resource distribution in network epidemics using a model that derives from the classical Polya process. The basic mechanics of thi…
Infection-Curing Games over Polya Contagion Networks
Greg Harrington, Fady Alajaji, Bahman Gharesifard
We investigate infection-curing games on a network epidemics model based on the classical Polya urn scheme that accounts for spatial contagion among neighbouring nodes. We first co…
Curing Epidemics on Networks using a Polya Contagion Model
Mikhail Hayhoe, Fady Alajaji, Bahman Gharesifard
We study the curing of epidemics of a network contagion, which is modelled using a variation of the classical Polya urn process that takes into account spatial infection among neig…