3 citations · 3 across the 7 of their papers we have counts for
3 papers · 1 filter
Convergence of Fast Policy Iteration in Markov Games and Robust MDPs
Keith Badger, Jefferson Huang, Marek Petrik
Markov games and robust MDPs are closely related models that involve computing a pair of saddle point policies. As part of the long-standing effort to develop efficient algorithms…
Computing optimal policies for managing inventories with noisy observations
Eugene Feinberg, Jefferson Huang, Pavlo Kasyanov +1
This paper implements the Deep Deterministic Policy Gradient (DDPG) algorithm for computing optimal policies for partially observable single-product periodic review inventory contr…
A Bi-Objective Markov Decision Process Design approach to redundancy allocation with dynamic maintenance for a parallel system
Luke Fairley, Rob Shone, Peter Jacko +1
The reliability of a system can be improved by the addition of redundant elements, giving rise to the well-known redundancy allocation problem (RAP). We propose a novel extension t…