Exploiting the Structural Properties of the Underlying Markov Decision Problem in the Q-Learning Algorithm. - Sumit Kunnumkal; Huseyin Topaloglu (INFORMS J. Comput., 2008)

Using Stochastic Approximation Methods to Compute Optimal Base-Stock Levels in Inventory Control Problems. - Sumit Kunnumkal; Huseyin Topaloglu (Oper. Res., 2008)

A stochastic approximation method for the single-leg revenue management problem with discrete demand distributions. - Sumit Kunnumkal; Huseyin Topaloglu (Math. Methods Oper. Res., 2009)

Simulation-based methods for booking control in network revenue management. - Sumit Kunnumkal; Huseyin Topaloglu (WSC, 2010)

A stochastic approximation method with max-norm projections and its applications to the Q-learning algorithm. - Sumit Kunnumkal; Huseyin Topaloglu (ACM Trans. Model. Comput. Simul., 2010)

Computing Time-Dependent Bid Prices in Network Revenue Management Problems. - Sumit Kunnumkal; Huseyin Topaloglu (Transp. Sci., 2010)

Linear programming based decomposition methods for inventory distribution systems. - Sumit Kunnumkal; Huseyin Topaloglu (Eur. J. Oper. Res., 2011)

A Randomized Linear Programming Method for Network Revenue Management with Product-Specific No-Shows. - Sumit Kunnumkal; Kalyan T. Talluri; Huseyin Topaloglu (Transp. Sci., 2012)

On upper bounds for assortment optimization under the mixture of multinomial logit models. - Sumit Kunnumkal (Oper. Res. Lett., 2015)

Technical Note - A Note on Relaxations of the Choice Network Revenue Management Dynamic Program. - Sumit Kunnumkal; Kalyan T. Talluri (Oper. Res., 2016)

On a Piecewise-Linear Approximation for Network Revenue Management. - Sumit Kunnumkal; Kalyan T. Talluri (Math. Oper. Res., 2016)

A strong Lagrangian relaxation for general discrete-choice network revenue management. - Sumit Kunnumkal; Kalyan T. Talluri (Comput. Optim. Appl., 2019)

Tractable Approximations for Assortment Planning with Product Costs. - Sumit Kunnumkal; Víctor Martínez-de-Albéniz (Oper. Res., 2019)

Choice Network Revenue Management Based on New Tractable Approximations. - Sumit Kunnumkal; Kalyan T. Talluri (Transp. Sci., 2019)

A Model for Integrated Inventory and Assortment Planning. - Víctor Martínez-de-Albéniz; Sumit Kunnumkal (Manag. Sci., 2022)

Technical Note - New Bounds for Cardinality-Constrained Assortment Optimization Under the Nested Logit Model. - Sumit Kunnumkal (Oper. Res., 2023)