114 citations · 379 across the 34 of their papers we have counts for
4 papers · 1 filter
Learning to Minimize Age of Information over an Unreliable Channel with Energy Harvesting
Elif Tugce Ceran, Deniz Gunduz, Andras Gyorgy
The time average expected age of information (AoI) is studied for status updates sent over an error-prone channel from an energy-harvesting transmitter with a finite-capacity batte…
A Reinforcement Learning Approach to Age of Information in Multi-User Networks with HARQ
Elif Tugce Ceran, Deniz Gunduz, Andras Gyorgy
Scheduling the transmission of time-sensitive information from a source node to multiple users over error-prone communication channels is studied with the goal of minimizing the lo…
Average Age of Information with Hybrid ARQ under a Resource Constraint
Elif Tugce Ceran, Deniz Gunduz, Andras Gyorgy
Scheduling of the transmission of status updates over an error-prone communication channel is studied in order to minimize the long-term average age of information (AoI) at the des…
Partition Tree Weighting
Joel Veness, Martha White, Michael Bowling +1
This paper introduces the Partition Tree Weighting technique, an efficient meta-algorithm for piecewise stationary sources. The technique works by performing Bayesian model averagi…