Simulation Analysis of a Deep Reinforcement Learning Approach for Task Selection by Autonomous material Handling Vehicles. - Maojia Patrick Li; Prashant Sankaran; Michael E. Kuhl; Amlan Ganguly; Andres Kwasinski; Raymond W. Ptucha (WSC, 2018)

Task Selection by Autonomous Mobile Robots in A Warehouse Using Deep Reinforcement Learning. - Maojia Patrick Li; Prashant Sankaran; Michael E. Kuhl; Raymond W. Ptucha; Amlan Ganguly; Andres Kwasinski (WSC, 2019)

GAMMA: Graph Attention Model for Multiple Agents to Solve Team Orienteering Problem With Multiple Depots. - Prashant Sankaran; Katie McConky; Moises Sudit; Héctor J. Ortiz-Peña (IEEE Trans. Neural Networks Learn. Syst., 2023)

An Exploration of Optimizing Kidney Exchanges with Graph Machine Learning. - Calvin Nau; Prashant Sankaran; Moises Sudit; Payam Khazaelpour; Katie McConky; Alvaro Velasquez; Liise Kayler (CogSIMA, 2024)

Rethinking Selection in Generational Genetic Algorithms to Solve Combinatorial Optimization Problems: An Upper Bound-based Parent Selection Strategy for Recombination. - Prashant Sankaran; Katie McConky (CoRR, 2024)