35 citations · 150 across the 28 of their papers we have counts for
3 papers · 1 filter
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…
Empirical Q-Value Iteration
Dileep Kalathil, Vivek S. Borkar, Rahul Jain
We propose a new simple and natural algorithm for learning the optimal Q-value function of a discounted-cost Markov Decision Process (MDP) when the transition kernels are unknown.…
Approachability in Stackelberg Stochastic Games with Vector Costs
Dileep Kalathil, Vivek Borkar, Rahul Jain
The notion of approachability was introduced by Blackwell [1] in the context of vector-valued repeated games. The famous Blackwell's approachability theorem prescribes a strategy f…