3 papers
eess.SY2018
Restless Bandits with Constrained Arms: Applications in Social and Information Networks
Varun Mehta, Rahul Meshram, Kesav Kaza +1
We study a problem of information gathering in a social network with dynamically available sources and time varying quality of information. We formulate this problem as a restless…
eess.SY2018
Sequential Decision Making with Limited Observation Capability: Application to Wireless Networks
Kesav Kaza, Rahul Meshram, Varun Mehta +1
This work studies a generalized class of restless multi-armed bandits with hidden states and allow cumulative feedback, as opposed to the conventional instantaneous feedback. We ca…
eess.SY2017
Multi-armed Bandits with Constrained Arms and Hidden States
Varun Mehta, Rahul Meshram, Kesav Kaza +1
The problem of rested and restless multi-armed bandits with constrained availability of arms is considered. The states of arms evolve in Markovian manner and the exact states are h…