17 citations · 28 across the 9 of their papers we have counts for
3 papers · 1 filter
A Decentralized Communication Policy for Multi Agent Multi Armed Bandit Problems
Pathmanathan Pankayaraj, D. H. S. Maithripala
This paper proposes a novel policy for a group of agents to, individually as well as collectively, solve a multi armed bandit (MAB) problem. The policy relies solely on the informa…
A bundle framework for observer design on smooth manifolds with symmetry
Anant A. Joshi, D. H. S. Maithripala, Ravi N. Banavar
The article presents a bundle framework for nonlinear observer design on a manifold with a Lie group action. The group action on the manifold decomposes the manifold to a quotient…
Heterogeneous Stochastic Interactions for Multiple Agents in a Multi-armed Bandit Problem
Udari Madhushani, Naomi Ehrich Leonard
We define and analyze a multi-agent multi-armed bandit problem in which decision-making agents can observe the choices and rewards of their neighbors. Neighbors are defined by a ne…