7 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.LG2021
A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning
Gugan Thoppe, Bhumesh Kumar
In Multi-Agent Reinforcement Learning (MARL), multiple agents interact with a common environment, as also with each other, for solving a shared problem in sequential decision-makin…
cs.SI2019
Influencing Opinions of Heterogeneous Populations over Finite Time Horizons
Arunabh Saxena, Bhumesh Kumar, Anmol Gupta +2
In this work, we focus on strategies to influence the opinion dynamics of a well-connected society. We propose a generalization of the popular voter model. This variant of the vote…
eess.SP2018★ 7 cited
Non-asymptotic Error Bounds For Constant Stepsize Stochastic Approximation For Tracking Mobile Agents
Bhumesh Kumar, Vivek Borkar, Akhil Shetty
This work revisits the constant stepsize stochastic approximation algorithm for tracking a slowly moving target and obtains a bound for the tracking error that is valid for the ent…