12 citations · 14 across the 5 of their papers we have counts for
5 papers
Improved No-Regret Algorithms for Stochastic Shortest Path with Linear MDP
Liyu Chen, Rahul Jain, Haipeng Luo
We introduce two new no-regret algorithms for the stochastic shortest path (SSP) problem with a linear MDP that significantly improve over the only existing results of (Vial et al.…
On Transitory Queueing
Harsha Honnappa, Rahul Jain, Amy R. Ward
We introduce a framework and develop a theory of transitory queueing models. These are models that are not only non-stationary and time-varying but also have other features such as…
Stochastic dominance-constrained Markov decision processes
William B. Haskell, Rahul Jain
We are interested in risk constraints for infinite horizon discrete time Markov decision processes (MDPs). Starting with average reward MDPs, we show that increasing concave stocha…
Mechanism Designs for Stochastic Resources for Renewable Energy Integration
Wenyuan Tang, Rahul Jain
Among the many challenges of integrating renewable energy sources into the existing power grid, is the challenge of integrating renewable energy generators into the power systems e…
A Game Theoretic Model for the Gaussian Broadcast Channel
Srinivas Yerramalli, Rahul Jain, Urbashi Mitra
The behavior of rational and selfish players (receivers) over a multiple-input multiple-output Gaussian broadcast channel is investigated using the framework of noncooperative game…